Course of Study 2014 IITH

Indian Institute of Technology HyderabadCourses of Study - 2012 Contents 1. Introduction 1 1.1. Background 1 1.2. Departments 1 1.3. Academic Programmes 1 1.4. Course numbering scheme 3 2. Category-wise Credit Requirements 5 2.1. B.Tech 5 2.2. M.Tech 5 3. B.Tech Course Curriculum 7 3.1. Civil Engineering 7 3.2. Chemical Engineering 10 3.3. Computer Science & Engineering 13 3.4. Electrical Engineering 16 3.5. Engineering Science 19 3.6. Mechanical Engineering 22 4. M.Tech (2-year) Course Curriculum 25 4.1. Biomedical Engineering 25 4.2. Biotechnology (Medical Biotechnology) 26 4.3. Chemical Engineering 27 4.4. Civil Engineering 28 4.4.1. Environmental & Water Resource Engineering 28 4.4.1. Geotechnical Engineering 29 4.4.2. Structural Engineering 30 4.5. Computer Science & Engineering 31 4.6. Electrical Engineering 32 4.6.1. Communication and Signal Processing 32 4.6.2. Microelectronics and VLSI 33 4.6.3. Power Electronics and Power Systems 34 4.7. Materials Science & Engineering 35 4.8. Mechanical Engineering 36 4.8.1. Design 36 IIT Hyderabad 4.8.2. Manufacturing 37 4.8.3. Thermo-fluid 38 5. M.Tech (3-year) Course Curriculum 39 6. M.Sc Course Curriculum 45 6.1. Chemistry 45 6.2. Physics 46 7. M.Phil Course Curriculum 49 8. Ph.D Course Curriculum 51 9. Honors & Minors 53 10. Advanced Level Fractional Credit Courses 55 11. Course Descriptions 59 11.1. Common Courses 59 11.2. Department of Biomedical Engineering 60 11.3. Department of Biotechnology 65 11.4. Department of Chemical Engineering 69 11.5. Department of Chemistry 80 11.6. Department of Civil Engineering 84 11.7. Department of Computer Science and Engineering 94 11.8. Department of Electrical Engineering 99 11.9. Department of Engineering Science 113 11.10. Department of Liberal Arts 113 11.11. Department of Materials Science & Engineering 120 11.12. Department of Mathematics 124 11.13. Department of Mechanical Engineering 127 11.14. Department of Physics 137 Last updated on 03-08-2012 Courses of Study 1 1. Introduction 1.1. Background Inventions and innovations are key words on which the foundation of IIT Hyderabad is based. These are also key drivers for the vision of IIT Hyderabad. Our endeavour is to create an institute that will provide a space for free and uninhibited thinking, a space where faculty and students can experiment with novel ideas without the fear of failure. It is our firm belief that such an ambience will foster highest level of research: blue sky research as well as developmental research leading to proof of concepts and prototypes. 1.2. Departments The Institute is organised into the following departments:  Department of Biomedical Engineering  Department of Biotechnology  Department of Chemical Engineering  Department of Chemistry  Department of Civil Engineering  Department of Computer Science and Engineering  Department of Electrical Engineering  Department of Engineering Science  Department of Liberal Arts  Department of Materials Science & Engineering  Department of Mathematics  Department of Mechanical Engineering  Department of Physics 1.3. Academic Programmes Currently, the Institute is running the following Degree Programmes:  B.Tech. Programs (4 Year) o Civil Engineering o Chemical Engineering o Computer Science & Engineering o Electrical Engineering o Engineering Science o Mechanical Engineering 2 IIT Hyderabad  M.Tech. Programs (2 Year) o Biomedical o Biotechnology o Chemical Engineering o Civil Engineering  Environmental & Water Resource Engineering  Geotechnical Engineering  Structural Engineering o Computer Science & Engineering o Electrical Engineering  Communication and Signal Processing  MicroElectronics  Power and Control o Materials Science & Engineering o Mechanical Engineering  Design  Manufacturing  Thermo-fluid  M.Tech. Programs (3 Year)  M. Sc (2 Year) o Chemistry o Physics  M. Phil (18 months) o Liberal Arts  Ph.D. Programmes o Biomedical o Biotechnology o Chemical Engineering o Chemistry o Civil Engineering o Computer Science & Engineering o Electrical Engineering o Liberal Arts o Materials Science & Engineering o Mathematics o Mechanical Engineering o Physics Courses of Study 3 1.4. Course numbering scheme Normally every course at IIT Hyderabad runs for the full length of the semester. Each course is denoted by six alpha-numerals course number, two alphabets followed by four numerals: Code of the department offering the course. Level of course: 1 to 4 for B.Tech 1 st to 4 th year; 5 & 6 for M.Tech/M.Sc; 7 & 8 for Ph.D Unique identification code for the course Nature of course: 0-theory; 1-lab; 2-design; 3- combined theory and lab; 4-combined design and tutorial/lab; 5-project /thesis; 6-seminar 4 IIT Hyderabad Courses of Study 5 2. Category-wise Credit Requirements 2.1. B.Tech Code Category Recommended Optional BSC Basic sciences 30 – 40 - BES Basic engineering skills 10 – 15 - AES Advanced engineering skills 10 – 15 DCT Departmental core theory 40 – 60 - DCL Departmental core laboratory 15 – 30 - DCE Departmental electives 10 – 20 - LAE Liberal Arts electives 10 – 20 - FRE Free electives 3 – 10 - MNC Minor core - 12 MNE Minor elective - DHC Honours coursework - 12 DHP Honours project - Total Credits 156 - 160 2.2. M.Tech Code Category Recommended DCT Departmental core theory 25 - 27 DCL Departmental core lab DCE Departmental electives FRE Free electives 3 SEM Seminar 2 THE Thesis 30 Total Credits 60 - 62 6 IIT Hyderabad Courses of Study 7 3. B.Tech Course Curriculum 3.1. Civil Engineering SEMESTER - I No. Title Credits PH1010 Physics I 4 CY1010 Environmental Chemistry 3 MA1010 Maths I 4 ID1010 Concepts of Engineering 4 ID1021 Engineering Practice 4 ID1035 Independent Project 1 PH1031 Physics Lab 2 CY1031 Chemistry Lab 2 SEMESTER - II No. Title Credits PH1020 Physics II 4 CY1020 Dynamics of Chemical Systems 3 MA1020 Maths II 4 BO1020 Concepts in Life Sciences 3 ME1210 Engineering Mechanics 4 ID 1061 Computational Engineering 3 ID1071 Mechanical Workshop 2 ME1121 Engineering Graphics 2 8 IIT Hyderabad SEMESTER - III No. Title Credits CE2010 Strength of Materials 3 CE2020 Construction Materials 3 ME2120 Thermodynamics 4 LA1xx0 Liberal Arts Elective 1 3 MA2010 Maths III 3 CE2011 Strength of Materials Lab 2 CE2021 Construction Materials Lab 2 SEMESTER - IV No. Title Credits CE2030 Fluid Mechanics 3 CE2100 Structural Analysis 3 CE2500 Engineering Hydrology 3 EE2010 Basic Electrical & Electronics Engineering 4 LA2xx0 Liberal Arts Elective 2 3 CE2031 Fluid Mechanics Lab 2 CE2101 Structural Analysis Lab 2 EE2011 Basic Electrical Engineering Lab 2 SEMESTER - V No. Title Credits CE3300 Geotechnical Engineering 3 CE3500 Hydraulic Engineering 3 CE3102 Reinforced Concrete Design 3 CE3800 Transportation Engineering – I 3 CE3010 Surveying and GIS. 3 CE3501 Hydraulic Engineering Lab 2 CE3011 Surveying and G.I.S. Lab 2 Courses of Study 9 SEMESTER - VI No. Title Credits CE3312 Foundation Engineering 3 CE3512 Environmental Engineering 3 CE3112 Design of Steel Structures 3 CE3810 Transportation Engineering – II 3 CE3005 Project 1/Mini-project 3 CE3511 Environmental Engineering Lab 2 SEMESTER - VII No. Title Credits CE4502 Water Resources Engineering 3 CE4900 Construction Management 3 CE4/5xx0 Core Elective – 1 3 LA3xx0 Liberal Arts Elective 3 3 CE 4/5xxy Project 2/Core Elective – 2 3 SEMESTER – VIII No. Title Credits CE4/5xx0 Core Elective – 3 3 xxxxx0 Free Elective 1 3 xxxxx0 Free Elective 2 3 LA4xx0 Liberal Arts Elective 4 3 xx4xx0 Professional Ethics 2 10 IIT Hyderabad 3.2. Chemical Engineering SEMESTER - I No. Title Credits PH1010 Physics I 3 CY1010 Environmental Chemistry 3 MA1010 Maths I 4 ID1010 Concepts of Engineering 4 ID1021 Engineering Practice 4 ID1035 Independent Project 1 PH1031 Physics Lab 2 CY1031 Chemistry Lab 2 SEMESTER - II No. Title Credits PH1020 Physics II 3 CY1020 Dynamics of Chemical Systems 3 MA1020 Maths II 4 BO1020 Concepts in Life Sciences 3 CH1020 Engg. Thermodynamics 3 ID 1061 Computational Engineering 3 CH1021 Intro. To Chem. Engg. : Lab. 2 CH1040 Perspective in Chem. Engg. 2 Courses of Study 11 SEMESTER – III No. Title Credits ID2030 Fluid Mechanics and Rate processes 4 CH2050 Material & Energy Balances 3 CH2010 Applied Chemistry 3 MA2010 Math III 3 CH2070 Mechanical Operations 3 LA2xx0 Liberal Arts Elective 1 3 CH2011 Applied Chemistry Lab. 2 SEMESTER – IV No. Title Credits CH2020 Chemical Reaction Engg. 3 CH2040 Heat Transfer 3 CH2060 Process Control & Instrumentation 3 EE2010 Electrical & Magnetic Circuits 4 LA2xx0 Liberal Arts Elective 2 3 CH2021 Fluid & Mechanical Operation Lab. 2 CH2080 Energy Options 1 SEMESTER – V No. Title Credits CH3010 Chemical Engg. Thermo. 3 CH3030 Adv. Chemical Reaction Engg. 3 CH3050 Mass Transfer 4 CH3073 Numerical Methods 3 CH3011 Heat & Mass Lab. 2 MS5060 Material Science & Metallurgy 3 12 IIT Hyderabad SEMESTER - VI No. Title Credits CH3020 Transport Phenomena 3 CH3040 Bio-refinery 1 CH3064 Design with Transport Processes 3 CH3080 Chemical Technology 3 CH3100 Optimization Techniques 3 CH3021 Reaction Engg. & Process Control Lab. 2 CH3/5xx0 Core Elective 1 3 SEMESTER - VII No. Title Credits CH4010 Intro. To Biological Engg. 3 CH3/5xx0 Core Elective 2 3 CH3/5xx0 Core Elective 3 3 LA30x0 Liberal Arts Elective 3 3 CH4064 Process Systems Design & Feasibility 3 CH4011 Process Simulation Lab. 2 CH4030 Safety and Hazard in Chemical Industry 1 CH4050 Trends in Chemical Engg. 1 SEMESTER - VIII No. Title Credits CH4/5xx0 Core Elective 4 3 LA40x0 Liberal Arts Elective 4 3 xxxxx0 Free Elective 3 CH4040 Professional Ethics 2 CH4020 Intro. To Environmental Engg. 3 CH4084 Process Design Lab. 2 Courses of Study 13 3.3. Computer Science and Engineering SEMESTER – I No. Title Credits PH1010 Physics I 4 CY1010 Environmental Chemistry 3 MA1010 Maths I 4 ID1010 Concepts of Engineering 4 ID1021 Engineering Practice 4 ID1035 Independent Project 1 PH1031 Physics Lab 2 CY1031 Chemistry Lab 2 SEMESTER – II No. Title Credits PH1020 Physics II 4 CY1020 Dynamics of Chemical Systems 3 MA1020 Maths II 4 BO1020 Concepts in Life Sciences 3 ID1071 Engineering Drawing 3 ID1061 Introduction to Computer Programming 3 CS1010 Discrete Maths for CS 3 14 IIT Hyderabad SEMESTER - III No. Title Credits CS2010 Data Structures and Algorithms 3 EE2040 Digital System Design 3 MA2010 Maths III 4 LA1xx0 Liberal Arts Elective 1 3 CS2011 Data Structures and Programming Lab 2 EE2141 Digital Systems Lab 2 SEMESTER - IV No. Title Credits CS2020 Design and Analysis of Algorithms 3 CS2030 Theory of Computation 3 CS2xx0 Dept Core 1 3 CS2050 Computer Organization 3 CS2xx0 Software Technologies 3 LA2xx0 Liberal Arts Elective 2 3 CS2051 Computer Organization & Microprocessor Lab 2 SEMESTER - V No. Title Credits CS30xx0 Dept Core 2 3 CS3030 Operating Systems 3 CSxxx0 Core Elective 1 3 LA3xx0 Liberal Arts Elective 3 3 CS3011 Operating Systems Lab 2 CS30xx1 Dept Core 2 Lab 2 Courses of Study 15 SEMESTER – VI No. Title Credits CS30xx0 Dept Core 3 3 CS3040 Computer Networks 3 CS5xx0 Core Elective 2 3 CS5xx0 Core Elective 3 3 CS30xx1 Dept Core 3 Lab 2 CS3041 Networks Lab 2 LA4xx0 Liberal Arts Elective 4 3 SEMESTER – VII No. Title Credits CS40xx0 Dept Core 4 3 CS5xx0 Core Elective 4 3 CS40xx0 Core Elective 5 3 CS40xx0 Core Elective 6 3 xxxxx0 Free Elective 1 3 SEMESTER – VIII No. Title Credits LAxxxx Ethics and Values 3 LAxxxx LA Elective 5 3 CS4xx0 Core Elective 7 3 CS4xx0 Core Elective 8 3 CS4xx0 Core Elective 9 3 16 IIT Hyderabad 3.4. Electrical Engineering SEMESTER – I No. Title Credits PH1010 Physics I 4 CY1010 Environmental Chemistry 3 MA1010 Maths I 4 ID1010 Concepts of Engineering 4 ID1021 Engineering Practice 4 ID1035 Independent Project 1 PH1031 Physics Lab 2 CY1031 Chemistry Lab 2 SEMESTER - II No. Title Credits PH1020 Physics II 4 CY1020 Dynamics of Chemical Systems 3 MA1020 Maths II 4 BO1020 Concepts in Life Sciences 3 ID1061 Introduction to Computer Programming 3 EE2010 Electrical and Magnetic Circuits 4 ID1071 Engineering Drawing 3 Courses of Study 17 SEMESTER - III No. Title Credits EE2060 Networks and Systems 4 EE2030 Digital Systems 4 EE2040 Electromagnetic Energy Conversion 4 LA10x0 Liberal Arts Elective 1 3 MA2010 Maths III 3 EE2011 Basic Electrical Engineering Lab 2 EE2031 Digital Systems Lab 2 SEMESTER - IV No. Title Credits EE2070 Analog Circuits 4 EE3300 Digital Signal Processing 4 EE2080 Solid State Devices 4 EE2020 Microprocessors and Computer Organization 4 LA20x0 Liberal Arts Elective 2 3 EE2071 Analog Circuits Lab 2 EE2021 Microprocessors Lab 2 SEMESTER - V No. Title Credits EE3110 Digital Circuits 4 EE3210 Power Electronics 4 EE3310 Probability & Random Processes 4 EE3320 Communication Systems 4 EE2021 Communications & DSP 2 EE2041 Machines Lab 2 18 IIT Hyderabad SEMESTER - VI No. Title Credits EE3220 Control Engineering 4 EE3230 Power System Practice 3 EE3350 Electromagnetic Fields 3 EE3/5xx0 Core Elective 1 3 EE3525 Mini – Project 2 EE3111 VLSI Lab 2 SEMESTER - VII No. Title Credits EE3/5xx0 Core Elective 2 3 EE3/5xx0 Core Elective 3 3 xxxxx0 Free Elective 1 3 LA30x0 Liberal Arts Elective 3 3 EE3221 Control Lab 2 SEMESTER - VIII No. Title Credits LA40x0 Liberal Arts Elective 4 3 EE4/5xx0 Core Elective 4 3 EE4/5xx0 Core Elective 5 3 xxxxx0 Free Elective 2 3 EE4006 Professional Ethics 2 Courses of Study 19 3.5. Engineering Science SEMESTER – I No. Title Credits PH1010 Physics I 4 CY1010 Environmental Chemistry 3 MA1010 Maths I 4 ID1010 Concepts of Engineering 3 ID1021 Engineering Practice 4 ID1035 Independent Project 1 PH1031 Physics Lab 2 CY1031 Chemistry Lab 2 SEMESTER – II No. Title Credits PH1020 Physics II 4 CY1020 Dynamics of Chemical Systems 3 MA1020 Maths II 4 BO1020 Concepts in Life Sciences 3 ID1061 Introduction to Computer Programming 3 ME1210 Engineering Mechanics 4 ID1071 Mechanical Workshop 2 ME1121 Engineering Graphics 2 20 IIT Hyderabad SEMESTER – III No. Title Credits MA2010 Maths III 3 LA1xx0 Liberal Arts Elective 1 3 IDxxx0 Mechanics of Solids 4 CS2010 Data Structures and Algorithms 4 CS2011 Data Structures & Programming Lab 2 IDxxx0 Properties of Materials 3 ID2030 Fluid Mechanics and Rate processes 4 SEMESTER – IV No. Title Credits LA2xx0 Liberal Arts Elective 2 3 IDxxx0 Thermodynamics 4 IDxxx0 Electrical & Magnetic Circuits 4 IDxxx0 Electrical & Magnetic Circuits Lab 2 CExxx0 Environmental Engineering 3 BOxxx0 Bio-informatics & Systems Biology 3 ME3210 Instrumentation & Control 3 SEMESTER – V No. Title Credits EE3320 Communication Systems 3 EE2040 Digital System Design 4 EE2141 Digital Systems Lab 2 CSxxx0 CS Course 3 Department Specialization Courses (including Core Compulsory, Core Elective and Free Electives) Courses of Study 21 SEMESTER – VI No. Title Credits Department Specialization Courses (including Core Compulsory, Core Elective and Free Electives) SEMESTER – VII No. Title Credits LA3xx0 Liberal Arts Elective 3 3 Department Specialization Courses (including Core Compulsory, Core Elective and Free Electives) SEMESTER – VIII No. Title Credits xx4xx0 Professional Ethics 2 LA4xx0 Liberal Arts Elective 4 3 Department Specialization Courses (including Core Compulsory, Core Elective and Free Electives) Note: In the first phase of the program, a student does basics courses in Math, Physics, Chemistry, and different fields of engineering. In the subsequent phase, the student then specializes in any field of his / her choice. 22 IIT Hyderabad 3.6. Mechanical Engineering SEMESTER – I No. Title Credits PH1010 Physics I 4 CY1010 Environmental Chemistry 3 MA1010 Maths I 4 ID1010 Concepts of Engineering 3 ID1021 Engineering Practice 4 ID1035 Independent Project 1 PH1031 Physics Lab 2 CY1031 Chemistry Lab 2 SEMESTER – II No. Title Credits PH1020 Physics II 4 CY1020 Dynamics of Chemical Systems 3 MA1020 Maths II 4 BO1020 Concepts in Life Sciences 3 ME1210 Engineering Mechanics 4 ID 1061 Computational Engineering 3 ID1071 Mechanical Workshop 2 ME1121 Engineering Graphics 2 Courses of Study 23 SEMESTER – III No. Title Credits ME2110 Mechanics of Solids 4 ID2030 Fluid Mechanics and Rate processes 4 ME2220 Kinematics & Dynamics of Machinery 4 MS5050 Material Science & Metallurgy 3 LA1xx0 Liberal Arts Elective 1 3 MA2010 Maths III 3 SEMESTER – IV No. Title Credits ME2120 Thermodynamics 4 ME2230 Manufacturing Science -1 3 EE2010 Basic Electrical & Electronics Engg. 4 LA2xx0 Liberal Arts Elective 2 3 ME2411 Mechanical Engineering Lab I 2 EE2011 Basic Electrical Engineering Lab 2 SEMESTER – V No. Title Credits ME3110 Heat and Mass Transfer 3 ME3120 Manufacturing Science -2 3 ME3130 Design of Machine Elements 4 ME3140 IC Engines 3 ME3311 Mechanical Engineering Lab II 2 xxxxx0 Free Elective 1 3 24 IIT Hyderabad SEMESTER – VI No. Title Credits ME3210 Instrumentation & Control 3 ME3220 Production Engineering 3 ME3413 Machine Drawing & Solid Modelling 3 ME3230 Turbo Machines 3 ME3425 Project 1/Mini-project 3 ME3431 Mechanical Engineering Lab III 2 SEMESTER – VII No. Title Credits ME4110 CAD 3 ME4120 Modeling & Simulation 3 ME4/5xx0 Core Elective 1 3 LA3xx0 Liberal Arts Elective 3 3 ME4325 Project 2/Core-Elective 3 ME4311 Mechanical Engineering Lab IV 2 SEMESTER – VIII No. Title Credits ME4/5xx0 Core Elective 2 3 ME4/5xx0 Core Elective 3 3 ME4425 Project 3/Core-Elective-4 3 xxxxx0 Free Elective 2 3 LA4xx0 Liberal Arts Elective 4 3 xx4xx0 Professional Ethics 2 Courses of Study 25 4. M.Tech (2-year) Course Curriculum 4.1. Biomedical Engineering SEMESTER - I No. Title Credits BM6033 Sensors and Transducers in Health care 3 BM6130 Biomaterials 3 XXxxx0 Elective 1** 3 BM5300* Digital Signal processing 3 BM6136 Clinical health care 1 BM6230 Biomechanics 3 *Running from Dept of Biotechnology **List of Electives: BM7080: Introduction to Biophotonics, CH6010: Principles of Cellular Engineering, PH6450: MEMS and Microsystem Technology, ME6XX0: Mechatronics, BOxxx0: Bioinformatics, ME5010: Mathematical methods for Engineers SEMESTER - II No. Title Credits BM6043 Medical imaging & Devices 3 BOxxxx* Cell Technology 3 BM6125 Independent Research Proposal 1 BM6086 Seminars on Biomedical engg. innovations & Health care 2 XXxxx0 Elective 2** 3 XXxxx0 Elective 3 (Free Elective)** 3 BM 6025 Project and Thesis I 3 *Running from Dept of Biotechnology **List of Electives: BM7180: Modern Optics, CH6300: Cardiovascular flow and fluid dynamics, CHxxxx: Biosensors, CH5020: Advanced Transport Phenomena, CS5010: Artificial Neural networks, CS5020: Pattern recognition, BO7106: Special Topics in Microscopy, BM72X0: Multimodality molecular imaging, MExxxx: Experimental stress analysis, ME7xx0: MEMS and NEMS in Engineering, MS5020: Electron microscopy, CSxxxx: Predictive analytics and knowledge discovery, LA4040: Health Phsychology. SEMESTER – III No. Title Credits BM 6035 Project and Thesis II 15 SEMESTER – IV No. Title Credits BM 6045 Project and Thesis III 15 26 IIT Hyderabad 4.2. Biotechnology (Medical Biotechnology) SEMESTER - I No. Title Credits BO6020 Immunology 3 BO6013 Structural Bioinformatics 3 BO6030 Molecular basis of diseases 3 BO6040 Essential topics for Bio-industry 1 BOxxxx Elective-1 3 BOxxxx Elective- 2 2 SEMESTER - II No. Title Credits BO6023 Cell Technology 3 BO6033 Protein Technology 3 BO6043 Gene Technology 3 BO6026 Innovative Research proposal in Medical biotechnology 1 BO6016 Advance Topics in Medical Biotechnology 2 BOxxxx Elective-3 2 BOxxxx Elective-4 2 SEMESTER – III No. Title Credits BOxxx5 Thesis 15 SEMESTER – IV No. Title Credits BOxxx5 Thesis 15 Courses of Study 27 4.3. Chemical Engineering SEMESTER – I No. Title Credits CH5010 Advanced Chemical Reaction Engineering 3 CH5030 Advanced Chemical Engineering Thermodynamics 3 CH5050 Computational Methods for Engineers 3 xx5xx0 Elective 1* 3 CH5516 Seminar 2 *List of Electives – CH6010: Principles of Cellular Engineering, CH6030: Modeling and Simulation, CH6110: System Identification, BM6230: Biomechanics SEMESTER - II No. Title Credits CH5020 Advanced Transport Phenomena 3 xx5xx0 Elective 2 3 xx5xx0 Elective 3 3 CH5525 Thesis (Stage-I) 3 CH6101 Advanced Chemical Engineering Lab 2 SEMESTER - III No. Title Credits CH5535 Thesis (Stage-II) 12 CH5511 Simulation Lab 2 SEMESTER – IV No. Title Credits CH5545 Thesis (Stage-III) 15 28 IIT Hyderabad 4.4.1. Civil Engineering (Environmental & Water Resource Engg) SEMESTER - I No. Title Credits CE6500 Engineering Hydrology and Hydrologic Systems 3 CE6510 Wastewater Engineering 3 CE6xx0 Elective 1 3 CE6xx0 Elective 2 3 CE6011 Computer methods in Civil Engineering 2 SEMESTER - II No. Title Credits CE6520 Air Pollution 3 CE6530 Groundwater Modeling 2 CE6511 Soft Computing Lab (Environmental & Water Resources) 2 CE6xx0 Elective 3 3 CE6xx0 Elective 4 3 CE6006 Seminar 2 SEMESTER – III No. Title Credits CE6015 Master’s Thesis 16 SEMESTER – IV No. Title Credits CE6025 Master’s Thesis 14 Courses of Study 29 4.4.2. Civil Engineering (Geotechnical Engineering) SEMESTER - I No. Title Credits CE6310 Advanced Soil Mechanics 3 CE6330 Soil Dynamics 3 CE6xx0 Elective 1 3 CE6xx0 Elective 2 3 CE6011 Computer methods in Civil Engineering 2 SEMESTER - II No. Title Credits CE6300 Advanced Foundation Engineering 3 CE6323 Experimental Soil Mechanics 5 CE6xx0 Elective 3 3 CE6xx0 Elective 4 3 CE6006 Seminar 2 SEMESTER – III No. Title Credits CE6015 Master’s Thesis 16 SEMESTER – IV No. Title Credits CE6025 Master’s Thesis 14 30 IIT Hyderabad 4.4.3. Civil Engineering (Structural Engineering) SEMESTER - I No. Title Credits CE6110 Advanced Structural mechanics 3 CE6212 Advanced Reinforced Concrete 3 CE6xx0 Elective 1 3 CE6xx0 Elective 2 3 CE6011 Computer methods in Civil Engineering 2 SEMESTER - II No. Title Credits CE6130 Finite Element Analysis 3 CE6131 Finite Element Lab 2 CE6140 Structural Dynamics 3 CE6xx0 Elective 3 3 CE6xx0 Elective 4 3 CE6006 Seminar 2 SEMESTER – III No. Title Credits CE6015 Master’s Thesis 16 SEMESTER – IV No. Title Credits CE6025 Master’s Thesis 14 Courses of Study 31 4.5. Computer Science & Engineering SEMESTER - I No. Title Credits CS6010 Adv Data Structures & Algorithms 3 CSxxx0 Elective 1 3 CSxxx0 Elective 2 3 CSxxx0 Elective 3 3 CS6011 Adv Programming Lab 2 SEMESTER - II No. Title Credits CSxxx0 Elective 4 3 CSxxx0 Elective 5 3 CSxxx0 Elective 6 3 CSxxx0 Elective 7 3 CS6026 MTech Seminar 2 SEMESTER – III No. Title Credits CS6035 M.Tech. Project (Stage-1) 15 SEMESTER – IV No. Title Credits CS6045 M.Tech. Project (Stage-2) 15 32 IIT Hyderabad 4.6.1. Electrical Engineering (Communications and Signal Processing) SEMESTER - I No. Title Credits EE5310 Probability and Random Processes 3 EE5300 Digital Signal Processing 3 EE5320 Digital Communications 3 EE5xx0 Core Elective 1 3 EE5321 Communications Lab 2 EE5301 DSP Lab 2 SEMESTER – II No. Title Credits EE5330 Information Theory and Coding 3 EE5340 Communication Network & Systems 3 EE5xx0 Core Elective 2 3 EE5xx0 Core Elective 3 3 EE5305 Thesis (Stage I) 2 SEMESTER – III No. Title Credits EE5xx0 Core Elective 4 3 EE5xxx Self Study 2 EE6315 Thesis (Stage II) 10 SEMESTER – IV No. Title Credits EE6325 Thesis (Stage III) 15 Courses of Study 33 4.6.2. Electrical Engineering (Microelectronics and VLSI) SEMESTER - I No. Title Credits EE5110 Semiconductor Devices & Modelling 3 EE5300 Digital Signal Processing 3 EE5120 VLSI Technology 4 EE5xx0 Core Elective 1 3 EE5111 Device Simulation Lab 2 EE5301 DSP Lab 2 SEMESTER – II No. Title Credits EE5130 Analog IC Design 3 EE5140 Digital IC Design and Verification 3 EE5xx0 Core Elective 2 3 EE5131 VLSI Design Lab 2 EE5121 Microelectronics Lab 2 EE5105 Thesis (Stage I) 2 SEMESTER – III No. Title Credits EE5xx0 Core Elective3 3 EE6115 Thesis (Stage II) 10 SEMESTER – IV No. Title Credits EE6xxx Thesis (Stage III) 15 34 IIT Hyderabad 4.6.3. Electrical Engineering (Power Electronics and Power Systems) SEMESTER - I No. Title Credits EE5200 Steady State Power Systems Analysis 3 EE5210 Power Converter Design 3 EE5220 Advanced Control Systems 3 EE5xx0 Core Elective 1 3 EE5201 Power Systems Lab 2 EE5211 DSP Lab 2 SEMESTER – II No. Title Credits EE5230 Power Systems Dynamics & Control 3 EE5240 electrical Machine Analysis & Control 3 EE5xx0 Core Elective 2 3 EE5xx0 Core Elective 3 3 EE5205 Thesis (Stage I) 2 SEMESTER – III No. Title Credits EE5xx0 Core Elective3 3 EE6211 Power Electronics & Machines Lab 2 EE6215 Thesis (Stage II) 10 SEMESTER – IV No. Title Credits EE6225 Thesis (Stage III) 15 Courses of Study 35 4.7. Materials Science & Engineering SEMESTER - I No. Title Credits MS5010 Properties of Materials 3 MS5030 Materials Synthesis & Characterization (Theory) 3 MS5050 Advanced Physical Metallurgy 3 MS5xx0 Elective 1 3 MS5611 Material Synthesis & Characterization (Laboratory) 2 MS5516 Seminar 2 SEMESTER – II No. Title Credits MS5xx0 Elective 2 3 MS5xx0 Elective 3 3 MS5xx0 Elective 4* 3 MS5110 Scientific Writing and Ethics in Research 1 MS5621 Lab II 4 * Replacement of this departmental elective into a Free Elective (elective from other department) is possible only with the approval of the HoD and the Faculty Advisor. SEMESTER – III No. Title Credits MS5715 Thesis: Stage I 14 SEMESTER – IV No. Title Credits MS5725 Thesis: Stage II 16 36 IIT Hyderabad 4.8.1. Mechanical Engineering (Design) SEMESTER - I No. Title Credits ME5010 Mathematical Methods for Engineers 3 ME5110 Advanced Mechanics of Solids 3 ME5120 Dynamics and Vibration 3 ME5130 Finite Element Method 3 ME5411 Design Engineering Core Lab I 2 SEMESTER - II No. Title Credits ME5610 Fracture Mechanics 3 ME5620 Mechatronic Systems 3 ME5630 Nonlinear Oscillation 3 ME5/7xx0 Core Elective 1 3 ME5/7xx0 Core Elective 2 3 ME5911 Design Engineering Core Lab II 2 * Students may register for any 4 of the 5 theory courses SEMESTER – III No. Title Credits ME6106 Seminar 2 ME6005 M.Tech. Project (Stage-1) 14 SEMESTER – IV No. Title Credits ME6505 M.Tech. Project (Stage-2) 16 Courses of Study 37 4.8.2. Mechanical Engineering (Manufacturing) SEMESTER - I No. Title Credits ME5010 Mathematical Methods for Engineers 3 ME5210 CAD in Manufacturing 3 ME5220 Material Removal Process 3 Option-1 ME5130 Finite Element Method 3 ME5411 Design Engineering Core Lab I 2 Option-2 ME5330 Computational Fluid Dynamics 3 ME5471 Thermo-Fluid Engineering Core Lab I 2 SEMESTER - II No. Title Credits ME5710 CNC & Part Programming 3 ME5720 Advanced Material Joining Processes 3 ME5730 Rapid Prototyping & Manufacturing 3 ME5/7xx0 Core Elective 1 3 ME5/7xx0 Core Elective 2 3 ME5941 Manufacturing Engineering Core Lab 2 * Students may register for any 4 of the 5 theory courses SEMESTER – III No. Title Credits ME6106 Seminar 2 ME6005 M.Tech. Project (Stage-1) 14 SEMESTER – IV No. Title Credits ME6505 M.Tech. Project (Stage-2) 16 38 IIT Hyderabad 4.8.3. Mechanical Engineering (Thermo-fluid) SEMESTER - I No. Title Credits ME5010 Mathematical Methods for Engineers 3 ME5310 Viscous Fluid Flow 3 ME5320 Advanced Heat Transfer 3 ME5330 Computational Fluid Dynamics 3 ME5471 Thermo-Fluid Engineering Core Lab I 2 SEMESTER - II No. Title Credits ME5810 Advanced Computational Fluid Dynamics 3 ME5820 Turbulence 3 ME5830 Compressible Fluid Flow 3 ME5/7xx0 Core Elective 1 3 ME5/7xx0 Core Elective 2 3 ME5971 Thermo-Fluid Engineering Core Lab II 2 * Students may register for any 4 of the 5 theory courses SEMESTER – III No. Title Credits ME6106 Seminar 2 ME6005 M.Tech. Project (Stage-1) 14 SEMESTER – IV No. Title Credits ME6505 M.Tech. Project (Stage-2) 16 Courses of Study 39 5. M.Tech (3-year) Course Curriculum The following is the general course structure for M.Tech (3-year) programme. Individual departments may offer tailored programs suited to the requirements: SEMESTER – I No. Title Credits xx5xx0 Core Theory 1 4 xx5xx0 Core Theory 2 4 xx5xx1 Core Lab 1 2 SEMESTER - II No. Title Credits xx5xx0 Core Theory 3 4 xx5xx0 Elective 1 3 xx5xx1 Core Lab 2 2 SEMESTER - III No. Title Credits xx6xx0 Core Theory 4 4 xx6xx0 Core Theory 5 4 xx6xx0 Elective 2 3 SEMESTER - IV No. Title Credits xx6xx0 Core Theory 6 4 xx6xx0 Elective 3 3 xx6xx6 Seminar 2 xx6xx5 Thesis 2 40 IIT Hyderabad SEMESTER - V No. Title Credits xx6xx5 Thesis 12 SEMESTER - VI No. Title Credits xx6xx5 Thesis 11 The following are the tailored MTech (3-year) options offered by Department of Electrical Engineering: COMMUNICATION AND SIGNAL PROCESSING (AUGUST) Semester Course Title Credits I Communications Lab or DSP lab 2 Probability and Random Processes 3 Digital Signal Processing 3 Digital Communications 3 II Communication Network & Systems 3 Information Theory and Coding 3 Core Elective 1 3 Thesis (Stage 0) 1 III DSP Lab or Communications lab 2 Core Elective 2 3 Core Elective 3 3 Thesis (Stage I) 2 IV Core Elective 4 3 Self Study 2 Thesis (Stage II) 2 V Thesis (Stage III) 10 VI Thesis (Stage IV) 12 Courses of Study 41 COMMUNICATION AND SIGNAL PROCESSING (JANUARY) Semester Course Title Credits I Communication Network & Systems 3 Core Elective 1 3 II Communications Lab or DSP lab 2 Probability and Random Processes 3 Digital Signal Processing 3 Digital Communications 3 Thesis (Stage 0) 1 III Information Theory and Coding 3 Core Elective 2 3 Self Study 2 Thesis (Stage I) 2 IV Core Elective 3 3 DSP Lab or Communications lab 2 Core Elective 4 3 Thesis (Stage II) 2 V Thesis (Stage III) 10 VI Thesis (Stage IV) 12 MICROELECTRONICS AND VLSI (AUGUST) Semester Course Title Credits I Semiconductor Devices & Modelling 3 VLSI Technology 4 Device Simulation Lab 2 Digital Signal Processing 3 II Analog IC Design 3 Digital IC Design and Verification 3 VLSI Design Lab 2 42 IIT Hyderabad II Microelectronics Lab 2 Thesis (Stage 0) 1 III DSP Lab 2 Core Elective 1 3 Thesis (Stage 1) 2 IV Core Elective 2 3 Core Elective 3 3 Thesis (Stage II) 2 V Thesis (Stage III) 10 VI Thesis (Stage IV) 12 MICROELECTRONICS AND VLSI (JANUARY) Semester Course Title Credits I Analog IC Design 3 Core Elective 1 3 VLSI Design Lab 2 II Semiconductor Devices & Modelling 3 VLSI Technology 4 Device Simulation Lab 2 Digital Signal Processing 3 Thesis (Stage 0) 1 III Digital IC Design and Verification 3 Core Elective 2 3 Microelectronics Lab 2 Thesis (Stage I) 2 IV DSP Lab 2 Core Elective 3 3 Thesis (Stage II) 2 V Thesis (Stage III) 10 VI Thesis (Stage IV) 12 Courses of Study 43 POWER ELECTRONICS & POWER SYSTEMS (AUGUST) Semester Course Title Credits I Steady State Power System Analysis 3 Power Converter Design 3 Power System Lab 2 DSP Lab 2 II Power Systems Dynamics & Control 3 Electrical Machine Analysis & Control 3 Core Elective 1 3 Thesis (Stage 0) 1 III Advanced Control System 3 Core Elective 2 3 Power Electronics and Machines Lab 2 Thesis (Stage 1) 2 IV Core Elective 3 3 Core Elective 4 3 Thesis (Stage II) 2 V Thesis (Stage III) 10 VI Thesis (Stage IV) 12 POWER ELECTRONICS & POWER SYSTEMS (JANUARY) Semester Course Title Credits I Electrical Machine Analysis and Control 3 Core Elective 1 3 II Steady State Power System Analysis 3 Power Converter Design 3 Power System Lab 2 DSP Lab 2 Thesis (Stage 0) 1 44 IIT Hyderabad III Power System Dynamics and Control 3 Thesis (Stage 1) 2 Core Elective 2 3 Core Elective 3 3 IV Advanced Control System 3 Power Electronics and Machines Lab 2 Core Elective 4 3 Thesis (Stage II) 2 V Thesis (Stage III) 10 VI Thesis (Stage IV) 12 Courses of Study 45 6. M.Sc Course Curriculum 6.1. Chemistry SEMESTER – I No. Title Credits CY5010 Stereochemistry, Reaction Mechanism and Aromaticity 3 CY5110 Concepts in Inorganic Chemistry 3 CY5210 Electrochemistry and Chemical Kinetics 3 CY5240 Quantum Chemistry & Molecular Spectroscopy 3 CY5220 Solid State Chemistry 3 CY5011 Organic Chemistry Practicals 2 CY5111 Inorganic Chemistry Practicals 2 SEMESTER - II No. Title Credits CY5020 Advanced Organic Chemistry of Multiple Bonds 3 CY5120 Advanced Inorganic Chemistry 3 CY5230 Statistical Thermodynamics & Surface Science 3 CY5250 Chemical Binding and Molecular Symmetry 3 CY7410 Spectroscopy & Applications 3 CY5211 Physical Chemistry Practicals 2 SEMESTER - III No. Title Credits CY6110 Metals in Biological Systems 3 CY6220 Physical Methods in Chemistry 3 CY6010 Synthetic Methodology in Organic Chemistry 3 CY7010 Elective-I 3 CY6015 Project 0 46 IIT Hyderabad SEMESTER – IV No. Title Credits CY7110 Elective-II 3 CY7230 Elective-III 3 CY6016 Project 15 6.2. Physics SEMESTER – I No. Title Credits PH5110 Classical Mechanics 3 PH5120 Mathematical Physics - I 3 PH5130 Quantum Mechanics - I 3 PH5140 Electronics 3 PH5101 Lab-I 4 SEMESTER - II No. Title Credits PH5210 Electrodynamics 3 PH5220 Mathematical Physics-II 3 PH5230 Quantum Mechanics-II 3 PH5240 Statistical Mechanics 3 PH5250 Modern Optics 3 PH5211 Lab-II 4 Courses of Study 47 SEMESTER - III No. Title Credits PH5310 Solid State Physics 3 PH5320 Particle Physics 3 PH5330 Experimental Techniques 3 PH63x0 Elective – I 3 PH5315 Project 2 PH5311 Lab -III 4 SEMESTER – IV No. Title Credits PH64x0 Elective - II 3 PH64x0 Elective-III 3 PH5415 Project 9 PH5416 Seminar 2 48 IIT Hyderabad Courses of Study 49 7. M.Phil Course Curriculum 7.1. Liberal Arts SEMESTER – I No. Title Credits LA6010 Research Methods and Statistics 3 LA6020 Advanced Health Psychology 3 LA6030 Qualitative Research Methods 3 LA6040/3010 Financial Markets and Institutions 3 LA6050/5030 Basic Econometrics and Forecasting 3 LA6060/5010 Macroeconomics 3 LA6070 Literary and Critical Theory 3 LA6080 Theories on Culture 3 LA6090 Contemporary India 3 LA6100 Medical Anthropology 3 LA6110 Critical Psychology 3 LA6xxx Independent Project 3 XXxxxx Free Elective 3 Note: Student will have to do 5 courses of the above list, out of which at least three should be discipline specific. Available specializations are Cultural Studies, Economics, English, Psychology, Social Anthropology/Sociology SEMESTER - II No. Title Credits LA6120 Advanced Econometrics 3 LA6130 Advanced Macroeconomics 3 LA6140 Psychology of Humour 3 LA6150 Cultural Psychology 3 LA6160 Contemporary American Fiction 3 50 IIT Hyderabad LA6170 Sociology of Globalisation 3 LA6180 Society and Technology 3 LA6190 Feminist Theories 3 LA6xxx Self-study/ Free Elective 3 LAxxx5 Dissertation Stage-1 3 Note: In addition to the Dissertation Stage-1, each student will have to do 4 courses from the above lists, out of which at least two should be discipline specific. SEMESTER - III No. Title Credits LAxxx5 Dissertation Stage-2 15 SEMESTER - IV No. Title Credits LAxxx5 Dissertation Stage-3 15 Courses of Study 51 8. Ph.D Course Curriculum The following is the course structure for Ph.D programme: SEMESTER – I No. Title Credits xx7xxx Elective 1 3 xx7xxx Elective 2 3 xx7xxx Elective 3 3 SEMESTER - II No. Title Credits xx7xxx Elective 4 3 * with prior approval, the courses may be also be distributed as 2+2 or 1+3 across Semesters I & II 52 IIT Hyderabad Courses of Study 53 9. Honors & Minors Minor/Honors are optional features of the BTech program aimed at providing credit based incentives and additional learning opportunities for academically motivated students. In order to earn a minor/honor a student has to earn a minimum of 12 extra credits. A student can enrol for Minor in fifth semester only; a student can enrol for Honors in fifth or sixth semester (depending on the policy of the department). She/He can also enrol for both Minor & Honors or for two Minors. There is CGPA criterion to enrol for Minor/Honors. However, a student must have cleared all outstanding backlogs by the time of enrolment into Minor/Honors. The final transcript will only show the basic CGPA corresponding to the minimum requirement for the degree. The Minors/Honors will be indicated by a separate CGPA. The additional courses taken will also find separate mention in the transcript. Honors will be reflected in the degree certificate as “BTech (honors) in XYZ Engineering”. Similarly, Minor as “BTech in XYZ Engineering with Minor in ABC”. If a student has done both honors & minor, it will be acknowledged as “BTech (honours) in XYZ Engineering with Minor in ABC”. Two minors will be reflected as ““BTech in XYZ Engineering with Minor in ABC and Minor in DEF”. The following are some minors currently being offered at IITH: COMPUTER SCIENCE & ENGINEERING No. Title Credits CS3019 Data Structures and Algorithms 3 CS3029 Design and Analysis of Algorithms 3 CS4xx9 Elective 3 CS4xx9 Elective 3 ELECTRICAL ENGINEERING No. Title Credits EE6310 Image and video processing 3 EE2040 Electromagnetic Energy Conversion 3 EE5420 VLSI Technology 3 EExxx0 Elective 3 54 IIT Hyderabad LIBERAL ARTS (ECONOMICS) No. Title Credits LA5010 Macroeconomics 3 LA5020 Industrial Organization 3 LA5030 Basic Econometrics and Forecasting 3 LA5040 International Finance 3 PHYSICS No. Title Credits PH3102 Quantum Physics 3 PH3202 Solid State Physics 3 PH4102 Elective-I 3 PH4202 Elective –II 3 Electives available: (1) Fundamentals of MEMS fabrication (2) Physics & Technology of Thin Films (3) Physics & Applications of Advanced Functional Materials (4) Biological Physics (5) Semi- conductor Physics & Devices ENTREPRENEURSHIP Semester Title Credits V Introduction to Finance and Economy 1 Introduction to Sales & Marketing 1 Introduction to Entrepreneurship 1 VI Strategic Innovative Entrepreneurship 1 Introduction to Business plan 1 Innovations, IP & Patenting 1 VII Business Plan Development (Project) 3 VIII HR and Leadership 1 Accounting and Auditing 1 Risk Management 1 Courses of Study 55 10. Advanced Level Fractional Credit Courses In addition to the courses offered by various departments, IITH also offers Advanced level fractional credit courses covering a wider spectrum of subjects. These courses have significant contribution from the external scientific & industrial community and are open to students of all programs. Some of the courses offered are: Empowering 3 billion by Dr. A.P.J. Abdul Kalam Global Challenges, Dynamics of global technical manifestations, Distinctive profile for the Nations of the World in 2030, Out of box technical ideas needed to meet the distinctive profile of nations of the world 2030, PURA (Providing Urban amenities to Rural Areas) and PURA Activated. Phase transformations of metals and alloys by Prof. Alain Hazotte I. Introduction – Structure of alloys and strengthening mechanisms II. Thermodynamic equilibrium of metals and alloys III. Chemical diffusion IV. Solidification and casting V. Solid/solid phases transformations and heat treatments Streaming Data & Pattern Analysis: Theory & Methods by Dr. C.K. Lakshminarayan The aim of this course is to introduce students and practitioners to state-of-the-art analytics in the context of streaming data for anomaly detection, pattern matching and data mining, using recent advances in mathematical statistics, applied mathematics, signal processing, machine learning, and non-linear dynamical systems. These methods provide algorithms for multivariate time series and extract structure beyond second order statistics, as required in the complex problems of modern analytics for monitoring and information extraction in large databases. Mining rapidly evolving, high-volume multivariate data to detect and match patterns is becoming increasingly important. Data collected by sensors from oil wells in the Oil and Gas industry, enterprise data centers, Smart beds in Healthcare, and other environments exhibit patterns, trends, correlations, and affinities. Identifying these phenomena is paramount to detect and forecast probable states of the system. These solutions are critical for fault detection, fault correction, pattern mining, and system diagnostics. We will apply the methods learned to real-world data sets for prediction, detection, matching, and classification. . Introduction to Sales & Marketing Mr. J P Sahu It’s all about selling: Selling a product, Selling an idea, Selling yourself, Selling a job, Selling a business, Selling to consumers (B2C), Selling to businesses (B2B); All marketers are liars; or are they really? Buyer’s behaviour, Seller’s behaviour; Why marketing? The science and art behind marketing, Marketing & communication plan-1, Market study, Pricing, Marketing Analytics; Behind the glamour: Marketing & communication plan-2, What to say, messaging, positioning, tagline, slogan etc, Tata Steel, SAIL caselet, Communication channels, SPOT Ad, OOH Ad, Print Ad; Online Marketing: SMS 56 IIT Hyderabad marketing, Viral marketing; Building a brand: One company, many brands (Unilever , P&G, GM), Case study; Building a brand, Lenovo case study, Accenture & Tiger Woods, Airline experience, Internal Vs External brand management. System and Resource Virtualization by Dr. Prasad Saripalli To be announced Trends in Storage Systems by Dr. Preetam Patil Following are some of the specific topics that will be covered in this course: Data protection (RAID, mirroring and backups), Storage area networks (SANs), Network Attached Storage, Storage efficiency (compression and de-duplication), Storage virtualization, Cluster/distributed file systems, Recent advancements and challenges in storage systems. Mobile Application Development by Mr. Ramesh Srinivasaraghavan Applications – location based, Mapping, Media, Social, Games. Operators, Devises, OS’s. Model driven approach – The Application structure, business logic, and GUI. Widely used Mobile platforms – Android, iOS, Blackberry, Meego, Symbian, Windows, Bada, Java. Web applications for Mobile. Native applications for mobile – taking advantage of device capabilities – accelerometers, GPS, NFC, hardware rendering etc. Design considerations. Performance considerations. The Adobe AIR platform. Cyber Physical Systems by Dr. Rajalakshmi & CPS Team@IITH Introduction to CPS, Implementation considerations of wireless network control systems, Design principles of wireless networks protocols for control & monitoring applications, Applications Green communication technologies, Smart cellular networks, Smart grids, Robotics, Health care, Smart structures/buildings, Intelligent transport systems. Data Management & Computing on the Cloud by Dr. S. Seshadri This course will reflect on advances in cloud computing that have allowed data management systems to handle several petabytes of data and analyse what other advances are required in the future. Students are assumed to have a background of File Systems and Database Management Systems. Concept of Bio refinery Dr. Sunil Kumar Maity Overview of petroleum refinery and petrochemicals, Scenario of energy and chemicals and need for renewable feedstock; Overview of bio-refinery, Fuels and chemicals from vegetable oils; Bio-alcohol as feedstock for fuels and chemicals; Synthesis gas from biomass, overview of gasification, pyrolysis, and reforming; Fuels and chemicals from synthesis gas; Fuels and chemicals from biomass. Introduction to Finance and Economy Mr. T Srinagesh Why Economy and Finance for Engineers: Introduction to Economy, Capitalism, Socialism; Introduction to Finance; Macro Economy: Economic Crisis, Recent events; Company: Strategic Planning, Financing of Projects and Mergers, Strategic Planning Courses of Study 57 tools; Project Financing: Investments, Personal Finance; Taxes: Income Tax, Indirect Taxes, State Taxes, Impact of Taxes on Decision making; An integrated approach, Technology and Economics; Introduction to Financial Accounting. Cognitive Radio by Dr. Zafar Ali Khan & CPS Team@IITH . This course provides an introduction to cognitive radios, a new type of radio that will be capable of cooperatively adapting transmission modes, channels, and protocols to make the best use of the available spectrum. Such radios will include wideband receivers and transmitters, with many of their functions implemented in software, rather than hardware, to enable greater flexibility. While the most commonly cited example of uses of such radios is sharing of under-used portions of the spectrum with licensed (primary) users, the basic technology also can lead to improved uses of the ISM bands. In addition, the cooperative and adaptive nature of the radios has large consequences for jamming/anti-jamming in military communications, representing both a threat to current systems and an opportunity for their evolution to more secure modes. The course provides a background in the technology that makes these radios possible as well as providing guidance on their benefits in multiple access systems. Note: Fractional credit courses are subject to availability of the instructors and may change every year. 58 IIT Hyderabad Courses of Study 59 11. Course Descriptions 11.1. Common Courses ID1010 Concepts of Engineering This course is fundamentally a motivational course for first-year undergraduates. It is meant to offer a broad view, in the context of real-world engineering problems, of the subjects they would cover in the later years of their program. It would take up everyday applications and show how the various academic subjects lead back to the application. The aim is to inspire and edify, not to overwhelm with technical detail. Hence, more time will be spent on elucidating and exploring the implications and scope of fundamental concepts, rather than in establishing their validity, or in analysis. Two examples will be taken up: (a) A mobile phone (b) An Aircraft ID1021 Engineering Practice Workshop: Introduction to wood work: hand tools & various operations. Introduction to pattern making: types of patterns, allowances etc. Introduction to bench work & fitting: tools & operations. Engineering Drawing: Introduction of drawing instruments. lettering, lines and dimensioning. Construction of simple geometrical figures. Simple orthographic projections, first and third angle. Missing views and lines. Isometric views. Projection of points and lines. Projection of planes and solids. Section of solids. Orthographic projections of simple machine elements. Using half. full sections. Most drawing exercises will be by free-hand in this course. ID1035 Independent Project This course is envisioned to familiarize students with basic project work. The theme may be from a selection of broad engineering topics. ID1061 Introduction to Computer Programming Problem solving and algorithms. Introduction to C language covering input and output operations, decision control structure, loop control structure, functions & pointers, arrays, strings, structures and unions, file operations. Introduction to data structures. ID1071 Mechanical Engineering Practice Workshop: Introduction to safety measures, introduction to the principles of working, construction, operation, types of cutting tools, selection of cutting speeds and feeds etc. regarding basic machine tools e.g. lathe, shaping, slotting, milling and grinding machines, etc. Introduction to gas and arc welding processes, soldering and brazing. Exercise; Simple jobs on centre lathe and shaping machines and welding. Demonstrations; Slotting, milling and grinding machines. 60 IIT Hyderabad ID2030 Fluid Mechanics & Rate processes Fluid Mechanics: Introduction of fluids, Fluid statics: pressure as a scalar, monometry, forces on submerged surfaces. Description of flows: field approach, Euler acceleration formula, streamlines, streak lines, path lines. Reynolds transport theorem: Conservation of mass, stream function, linear momentum equation, Navier-Stokes’ (NS) equation: elementary derivation, application, Poiseuille flow, Couette flow, Energy equation-Bernoulli equation, applications including flow measurement (Pitot tube, Orifice meters), pipe flows and losses in fittings. Similitude and modeling: using non- dimensionalization of NS equations and boundary conditions, simplifications for cases without free surfaces and without cavitation. High Reynolds number flow: Prandtl’s approximation, basic inviscid flow, need for boundary layer, Magnus effect, boundary layers-elementary results for flat plates, separation, flow past immersed bodies (bluff, streamlined). Heat transfer: Introduction, rate law and conservation law, conduction equation; non- dimensionalization, various approximations, steady state conduction-concept of resistances in series and of critical thickness of insulation, unsteady conduction; significance of Biot and Fourier numbers, Heissler charts; low Bi case; penetration depth, essential nature of convection: transpiration cooling; writing energy equation without dissipation and pressure terms; non-dimensionalisation, Nusselt number and correlations. Mass transfer: Simple ideas of mass transfer; definitions, similarity with heat transfer, Use of steady ‘conduction’, concept to solve simple steady cases in dilute solutions as well as in stationary solids. 11.2. Department of Biomedical Engineering BM5300 Digital Signal Processing Review of LTI systems and their properties, Convolution sum, Sampling of continuous time signals, Discrete-time Fourier transform (DTFT) and its properties, Sampling in frequency domain, Discrete Fourier transform (DFT) and its properties, Z-transform and its inverse, region of convergence, pole-zero locations and frequency response, stability analysis, implementation of discrete-time systems, design of FIR filters and IIR filters, linear phase filters, group delay, response of first and second order filters, Computational issues in DFT, FFT algorithm, Applications of DSP. BM6033 Sensors and Transducers in Health Care This course is intended to understand the origin of signals in biosystems and living organisms, their sensing, detection and meaningful processing for practical diagnostic sensing applications. Various engineering aspects of the detection, acquisition, processing, and display of signals, biomedical sensors for measurements of biopotentials, ECG, force, displacement, blood pressure and temperature sensors, will be addressed in this course. The course includes work involving circuits, electronics, sensor design and interface, and building complete biomedical instrumentation. Displacement sensors: Resistive sensors, strain sensors, bridge circuits, Inductive, capacitive, piezo-electric sensors (4 lectures + Lab). Temperature sensors: Courses of Study 61 thermoelectric, radiation thermometry, thermistors, fiber-optic sensors. Operational amplifiers: characteristics, open loop configurations, differential, noninverting, inverting, amplifier, Closed loop: Negative feedback: voltage series, voltage shunt, current series, current shunt configurations, Op Amp applications, voltage follower, differential amplifier, summing amplifier,subtractor, scaling amplifier, noninverting amplifier, integrator, differentiator. (4 lectures + Lab). Biopotentials: Origin of biopotentials, Cell, nerve and muscle protentials, Action potential, resting potential, Membrane structure and Nernst Equation, Nerve cell, Biopotential electrodes and biopotential amplifiers, ECG principle, sensing, 12-Lead ECG PQRS characteristics. (4 lecture + Labs) BM6043 Medical Imaging & Devices This course will cover the various biomedical devices and diagnostics in health care. Electrochemical devices for biosensing: blood glucose monitoring: Principle and working, cholesterol sensing, microfluidic devices, and Lab on a chip. (4 lectures + Lab). Blood pressure monitoring and sound, Optical Pulse oximetry. (4 lectures+ Lab). Electromyography principle, ECG and holter monitor devices, Arrythmia and Defibrillation and telemetry systems for health care (6 lectures + Lab) Therapeutic instrumentation such as pacemakers, defibrillators and prosthetic devices will be reviewed. Medical imaging systems: Ultrasound, Photoacoustic imaging, MRI, Nuclear imaging techniques: PET, SPECT, Optical imaging and microscopy, Molecular and Cellular imaging, Contrast agents (6 Lectures + Lab) BM6086 Seminars on Biomedical Engineering Innovations and Health Care The course consists of seminars and group discussions from students on latest research publications. The topics for discussions would be outlined by the Instructor. The overarching philosophy of this seminar series is to provide broad exposure to diverse areas of biomedical engineering research, with an emphasis on reading and evaluating scientific literature critically. The course would also help in developing scientific communication and presentation skills in students. BM6125 Independent Research Proposal This course aims at training the students to think and innovate through experiences, interactions with clinicians and experts and literature survey. The students would learn, to identify an unmet medical device need or identify a technology (engineering role in health care) that would enhance the state of art point of care diagnostics or therapy. This course aims to trigger the innovation and thinking process in students to come up with a new model, device, or a new research idea. BM6130 Biomaterials-Materials in Medicine This course is intended to provide and introduction to biomaterials used for medical applications. The course will cover structural aspects of mineralized biological tissues. Materials for tissue repair/ replacement/regenerations such as polymers, ceramics and metal based implants will be discussed. Additionally materials related to biomedical applications such as drug delivery, bio-imaging and stents will be covered. 62 IIT Hyderabad BM6136 Clinical Health Care Positive patient experience is a key aspect of designing medical products. Does this product ensure patient safety? Does this medical instrument make the patient feel more comfortable using it? Does this machine reduce error and increase accuracy, thereby increasing patients’ trust and psychological well-being? Questions such as these are asked not only by end-users, but also by science and engineering. Considering human factors, i.e. human interaction with systems, is quickly gaining importance where technology is increasingly user-centered. This course will first introduce psychology, highlight the role psychology plays in health both from a patient and doctor perspective, elaborate on human factors in medical device design, and how one tests for usability. Following this, students will visit some hospitals and observe patient experiences and interactions with medical devices. They will also interact with physicians to better understand their perspectives. A short report is required to be submitted as a course evaluation, which is aimed to encourage students to think innovatively about biomedical engineering and psychology. BM6230 Biomechanics Importance of Biomechanics in Modern Medicine and Brief History, Mechanical behavior of tissues arising from cell biology, extra-cellular matrix, mechano- transduction, tissue physiology. Basics of Continuum Mechanics: Concepts in linear algebra, Bodies & deformations, Forces & stresses, Balance equations, Constitutive Models, Boundary & Initial Conditions & Solution Method. Solution of experimental mechanics using above approach through simple examples like uni- & bi-axial extension: Biosolid Mechanics: Mechanics of Bone, Tendon-Ligaments, Muscles esp. Arterial & Cardiac Biofluid Mechanics: Mechanics of Blood & Synovial-fluid. BM7060 Biomedical Instrumentation This course is intended to introduce the concepts of origin of signals in biosystems and living organisms, their sensing, detection and meaningful processing for practical diagnostic and imaging applications. Various engineering aspects of the detection, acquisition, processing, and display of signals, biomedical sensors for measurements of biopotentials, ECG, sensors for ions and gases in aqueous solutions, force, displacement, blood pressure and temperature sensors, will be introduced in the first module. Optical detectors like CCDs, Spectrometers, hyperspectral imagers and surface plasmonic sensors also will be discussed. The second module introduces optical and coherence imaging, interferometry and its applications in biomedical imaging, optical coherence tomography, and various advanced microscopy techniques. The course includes an overview of various biomedical imaging techniques, from molecular imaging to whole body imaging techniques like PET and SPECT, their underlying fundamental principles and latest research in these areas. Sensors and detectors. Displacement sensors: Resistive sensors, strain sensors, bridge circuits, Inductive, capacitive, piezo-electric sensors (4 lectures). Temperature sensors: thermoelectric, radiation thermometry, thermistors, fiber-optic sensors. Radiation sources,Photodetectors: Photoelectric effect, Photoemissive quantum sensors, phototubes, Photomultiplier tube, photoconductive cells, Photojunction sensors, photovoltaic(solar) cells, Photodiode arrays, CCD working principle, CCD CMOS sensors and arrays, optical measurements, Spectrometers, spectral, hyperspectral imagers Courses of Study 63 Surface plasmonics (4 lectures). Operational amplifiers: characteristics, open loop configurations, differential, noninverting, inverting, amplifier, Closed loop: Negative feedback: voltage series, voltage shunt, current series, current shunt configurations, Op Amp applications, voltage follower, differential amplifier, summing amplifier,subtractor, scaling amplifier, noninverting amplifier, integrator, differentiator. (4 lectures). Biopotentials: Origin of biopotentials, Cell, nerve and muscle protentials, Action potential, resting potential, Membrane structure and Nernst Equation, Nerve cell, ECG principle, sensing, 12-Lead ECG PQRS characteristics. (4 lectures). Electrochemical sensing: Glucometer, Blood pressure sensor, noninvasive blood-gas sensors, Pulse oximetry. (2 lectures). Biomedical imaging applications: Ultrasound, Photoacoustic imaging, MRI, Nuclear imaging techniques: PET, SPECT, Molecular and Cellular imaging, Contrast agents (4 Lectures) BM7080 Introduction to Biophotonics This course is intended to introduce the concepts of biophotonics and interaction of light with biological matter. Biophotonics play a leading role in modern diagnostics, imaging and therapy. This course introduces principles of various biomedical optical imaging devices and techniques, lasers for biomedical applications, light-activated and light-guided therapy and biophotonic devices. This course is offered to newcomers and researchers interested in biophotonics and nanobiophotonics. This is offered as a core for Phd students in dept of Biotechnology/Biomedical Eng as well as an elective for Btech/Mtech students interested in this area. Biophotonics Topic introduction, Multidisciplinary nature, and role of photonics in biomedical engineering. Fundamentals of Light and Matter , Nature of Light, Dual Character of Light, Propagation of Light as Waves, Coherence of Light, Light as Photon Particles, Different Light Sources, lasers and Introductory Concepts. Lasers: A New Light Source, Principles of Laser action , Classification of Lasers, Some Important Lasers for Biophotonics. Current Laser Technologies, Light-Matter Interactions, absorption, emission, scattering. Raman, Nonlinear Processes. Basics of Biology, Introductory Concepts, Cellular Structure, Various Types of Cells, Cellular Processes, Organization of Cells into Tissues, Types of Tissues and Their Functions , Tumors and Cancers. Photobiology-the Core of Biophotonics, Interaction of Light with Cells, Light Absorption in Cells , Light-Induced Cellular Processes, Photochemistry Induced by Exogenous Photosensitizers, The Human Eye and Vision, Pulse Oximetry. Bioimaging: Applications Tissue Imaging, In Vivo Imaging, Fluorophores as Bioimaging Probes, Endogenous Fluorophores, Exogenous Fluorophores, Organometallic Complex Fluorophores, Near-IR and IR Fluorophores, Green Fluorescent Protein, Other contrast agents for optical imaging, Bionanophotonics The Interface of Bioscience, Nanotechnology, and Photonics, Nanoclinics for Optical Diagnostics and Targeted Therapy. Biosensors: An Introduction, Electrochemical biosensing, Microfluidics, Optical Biosensors, Fluorescence Sensing, Microarrays. Photodynamic Therapy: Light-Activated Therapy: Basic Principles, Photosensitizers for Photodynamic Therapy Porphyrin Derivatives, etc ,Applications of Photodynamic Therapy, Mechanism of Photodynamic Action, Light Irradiation for Photodynamic Therapy, Current Research and Future Directions 64 IIT Hyderabad BM7106 Special Topics in Microscopy This course is an advanced research level course aimed at preparing freshers for a proper literature survey and appreciation of the research areas of advanced microscopy. The course consists of lectures, literature survey, group discussions and seminars on the advanced microscopic techniques. For this purpose, certain landmark journal papers in the area of microscopy have been identified, which would be discussed and presented by students in each lecture followed by discussions. Since, it is impossible to summarize the research literature with a few representative articles, students would be encouraged to collect all the related references and bring them up for discussions. The student contributions would be evaluated during each presentation and the question session every day and a minor project report on assigned topic. This is an advanced course offered for PhD students working in the area of biomedical imaging and microscopy. Fourier optics introduction, lens as a Fourier transformer, Fresnel Fraunhoffer Approximations. Phase contract technique, Fourier imaging principles (lectures). Coherent Optics: Interferometry, Interferometers applications, Basic ray optics, Wave Optics, E. M waves Maxwells Equations, Principles of holography, digital holography and digital holographic microscopy. Coherence imaging, Optical coherence tomography. (lectures). Optical microscopy techniques, Bright light, Phase contrast, Low coherence microscopy, Fluorescence microscope, Confocal microscopy, Nonlinear Multiphoton microscopy (Lectures). Advanced microscopy techniques: Fluorescence correlation spectroscopy (FCS), Total internal reflection fluorescence (TIRF) microscopy, Fluorescence resonance energy transfer (FRET), Fluorescence recovery after photobleaching (FRAP), Fluorescence Lifetime Imaging Microscopy (FLIM), Two photon fluorescence microscopy (TPFM), Second harmonic generation microscopy (SHGM), Coherent anti-Stokes Raman scattering (CARS) microscopy, Near-field scanning optical microscopy (NSOM), Stimulated emission depletion microscopy (STED), Nonlinear structured illumination microscopy Super-localization: STORM/PALM/fPALM, Photoacoustic microscopy (PAM) (seminars/ class project) BM7180 Modern Optics The goal of this course is to introduce the fundamentals and concepts of Modern Optics. The course begins with an introduction to fundamental phenomena in optics like reflection, refraction, interference, diffraction concepts of polarization etc. This is followed by wave theory of optics and propagation of light. Introduction to Fourier optics, diffraction and image formation and coherent optic, interference etc will be covered in the second module. Special emphasis is placed on the instrumentation and experimental techniques used in optical studies. Geometrical optics, Ray optics postulates, Wave optics and Maxwells equations, propagation of light, dual nature of light, Optical components. Scalar diffraction theory, Fresnel, Fraunhofer diffraction, diffraction from single, multiple slits, circular apertures. Fourier optics and applications, Optical imaging system, point spread function and transfer function, Lens as a Fourier transformer, Concepts of Optical information processing: spatial filtering, Abbe Porter Experiment, Phase contrast, Optical correlators. Coherence, Interference of light, interferometers and applications, concepts of holography, holographic recording and reconstruction, types of holograms. Wave propagation in anisotropic media, Polarization of light, Uniaxial crystals, polarizing components, waveplates. Liquid Courses of Study 65 crystals Spatial light modulators and applications. Lasers Einstein’s Equations, two- three four level systems, practical laser system examples. 11.3. Department of Biotechnology BO1020 Concepts in Life Sciences Objective: To orient engineering undergraduate students toward appreciating the need for Biological knowledge, and to provide them with some needed basic information in the Life Sciences. Course Content: Relevance of Biological Principles to Engineering undergraduates – how can the knowledge and application of Biological principles elevate the relevant contributions by engineers? - Water and its special properties of relevance to life - Building blocks of life: Bio-molecules and their structure-function aspects - Cell structure and organelles, cell membrane, cellular transport and signaling - How does a cell sustain life? Cell metabolism and its regulation; Cell energetics: harvesting chemical & solar energy - Classical and Molecular genetics – principles; Applications of advances in molecular genetics; Introduction to the molecular basis of human diseases: genetic diseases (Huntington’s, Down’s etc.,), non-infectious diseases (Cancer) and infectious diseases (HIV, Prion diseases etc.) Life adapts into new life forms: Origin of life and Evolution – current beliefs - Human physiology, Developmental biology, Behavioural biology – some interesting aspects. BO6013 Structural Bioinformatics Course objective: The overall aim of this course is to provide an outline of the structure of biomacromolecules that are major target for therapeutics and various algorithms used for biomolecular structure prediction. Course Content: Biomolecular Structure & Dynamics: Stereochemistry: configurational & conformational isomers - Internal parameters - Forces stabilizing biomolecular structure - Structure & dynamics of nucleic acids: base pair geometry, sugar puckering & phase angle of pseudo rotation, secondary structures of nucleic acids - Structure & dynamics of proteins: primary, secondary, tertiary and quaternary structures of proteins, Ramachandran diagram and conformation of proteins - Carbohydrate structure. Sequence alignment: Pair-wise alignment method, Dynamic programming: Needleman-Wunsch method; Smith Waterman method - Multiple sequence alignment method - Scoring function: BLASUM matrices - Heuristic method: BLAST. Structure prediction: RNA secondary structure prediction: Nussinov Algorithm - Protein secondary structure prediction - protein tertiary structure prediction: homology modeling, threading. BO6020 Immunology Course objective: This course aims to give an outline of vertebrate immune system, describe the essential components of the immune system, and review current research techniques used to post-graduate students. Course content: Overview of Immunology; Innate and adaptive immunity; Antigen and antibody: Structure and function; Antigen-antibody interactions as tools for research; 66 IIT Hyderabad Generation of antibody diversity: Immunoglobulin genes; Presentation of antigen by major histocompatibility complex molecules, Effector mechanisms; T-cell development; B-cell development; AIDS and the immune system; Vaccines BO6030 Molecular Basis of Diseases Course objective: This course is designed to give an outline of molecular level understanding to post-graduate students of the most devastating diseases affecting human population worldwide, namely, Cancer, Neurodegerative diseases, viral diseases such as AIDS, and bacterial infections. Course Content: Carcinogens, Retroviruses, and Viral Oncogenes, Cellular (Non-Viral) Oncogenes, Tyrosine Kinases, RAS Pathway, Tumor Suppressor Genes, RB and Cell Cycle Control, P53, DNA Damage, and Cell Cycle Checkpoints, Multistep process of Carcinogenesis. Molecular biology of Alzheimer’s disease, Parkinson’s disease, Huntington’s disease, Systemic amyloid diseases; and Prion diseases. HIV Entry using glycoprotein and inhibitors, protease structure and drug targeting, multifunctional nucleocapsid protein, role of Nef in pathogenesis, latent reservoirs of HIV-1, Tat and transcription. Type III secretion nanomachine and mechanism of virulence exportation in Salmonella typhimurium - Molecular basis for Sickle cell anemia - Membrane channels & diseases. BO6033 Protein Technology Course Objective: The course aims at providing required knowledge of advances in protein research for industrial and medical applications to post graduate students. Course content: Over-view of Protein structure and function. Recombinant protein expression systems: E.coli, Pichia, Insect-cells, cell-free protein expression systems. Protein purification techniques: Ion-exchange chromatography; Gel-filtration; Affinity chromatography; FPLC; HPLC. Small and large scale purification; Protein characterization: Two-dimensional Gel electrophoresis; Mass spectrometry; Proteomics; Fluorescence Spectrometery; Circular Dichroism, Isothermal Titration Calorimetry. Protein folding-misfolding; Inclusion bodies; Mutant design and site- directed mutagenesis; Therapeutic proteins. BO6040 Essential topics for Bio-industry The course is designed to expose the post-graduate students to the logistics of bio- industry (biotech and pharmaceutical). Lectures will be delivered by experienced persons of bio-industries covering wide range of topics such as biosimilars, bacteriophage-based therapeutics, organic synthesis, intellectual property rights, target identification and validation, Pharmacokinetics/ Pharmacodynamics, Quality control, toxicology, molecular dynamics;, structure-based drug designing, scientific writing and biosafety. BO6043 Gene Technology Course Objective: Gene technology course is designed to provide details of methods used in molecular biotechnology as well as insights into trends and techniques used in genomics. The course involves class room teaching of the principles and techniques, Courses of Study 67 hands-on learning of the same in laboratory and presentation of selected articles from literature by students. Course Content: Genetic manipulation: isolation, cloning, sequencing, annotation and mutagenesis of genes. Expression systems: plasmids and their features for heterologous expression of protein and RNA; in vitro and cellular expression systems. Genetic libraries: Genomic library, cDNA Library: generation and analysis. DNA sequencing: Principles of conventional, automated and high throughput sequencing. Microarrays and gene expression profiling. DNA microarray: design, fabrication, analysis. Genetically modified organisms: Generation, analysis and usage of transgenic organisms. BO7006 Recent advances in Biotech and Biomed Eng Light microscopy techniques for live cell imaging, David J. Stephens and Victoria J. Allan, Science 300, 82-86, 2003 DNA Damage, Aging, and CancerJan H.J. Hoeijmakers New England Journal Medicine (2009);361:1475; - Creation of a bacterial cell controlled by a chemically synthesized genome. Gibson DG.., Venter JC et al. Science. 2010 Jul 2;329(5987):52-6. Far field optical nanoscopy, Stefan H Hell, Science 316, 1153-158, 2007 Why is cancer drug discovery so difficult? Alexander Kamb, Susan Wee and ChristophLengauer Nature Reviews Drug Discovery (2007); 6: 119 Prions and their lethal journey to the brain. Mabbot and MacPherson. 2006. Nature reviews microbiology. 4, 201-21 Nano-optics in the biological world: Beetles,butterflies, birds, and moths, Mohan Srinivasarao, Chem Rev. 99, 1935-1961, 1999 Jumping genes and epigenetics: Towards new species Rita Rebollo, BéatriceHorard, Benjamin Hubert, Cristina Vieira Gene (2010); 454: 1 Prions of fungi: inherited structures and biological roles. Wickneretal. (2007) Nature reviews Microbiology. 5, 611-618 In vivo bioluminescence imaging for integrated studies of infection, Timothy C doyle, stacy M Burns and Christopher H Contag, Cellular microbiology 6, 303-317, 2004 Antibiotics for Emerging Pathogens Michael A. Fischbach and Christopher T. Walsh Science (2009); 325 (28) 1089 The aging brain. Yankner et al., (2008) Annu. Rev. Pathol. Mech. Dis. 3, 41-66. BO7020 Molecular and Cell Biology of genes and proteins History of Molecular Biology: DNA as the genetic material and its structure-function - Cell structure-function: Structural organization of the cell and functional coordination - DNA replication: DNA-dependent DNA synthesis - RNA Transcription: DNA-dependent RNA synthesis - Protein Translation: mRNA-directed polypeptide synthesis - Post- translational modifications in proteins: Glycosylation, acetylation, phosphorylation. Regulation of gene expression in prokaryotes & eukaryotes - Intracellular Protein trafficking and targeting - Protein folding: From amino acid sequence to the 3-D structure, Protein degradation Protein misfolding and diseases: Prion diseases, Amyloid diseases, Prion-like non-Mendelian genetic elements in yeast: The [PSI+] prion, a model of protein-based genes - Protein quantitation, Polyacrylamide gel electrophoresis (PAGE), Molecular weight estimation, Western blotting, Immunoprecipitation - 68 IIT Hyderabad Proteomics: 2D-Gel Electrophoresis, Mass spectrometry, Protein sequencing Peptide arrays - Protein-protein interactions, Co-Immunoprecipitation, Yeast two-hybrid assays - Protein purification: state-of-the-art techniques: Size-exclusion chromatography, Ion- exchange, Hydrophobic interaction, and affinity chromatography, HPLC - Protein structure-function characterization: Spectropolarimetry, Fluorescence spectroscopy BO7040 Advanced Biochemistry and Genetic Engineering Protein-Ligand interaction: single, multiple and cooperative ligand binding; Langmuir isotherm, scatchard plot, Hill plot; Approaches to study protein-ligand interaction- separative (equilibrium dialysis and ultracentrifugation) and non-separative (ITC, SPR); Thermodynamics of protein-ligand interaction; Enzyme Catalysis: Enzyme Kinetics; Enzyme inhibition-Types and significance; Classification of Enzymes; Active site; Methods of enzyme assay; Significance of turn-over number, Specific activity; DNA databases: Search gene in Databases using Internet; DNA Isolation Techniques: plasmid and genomic DNA isolation; DNA purification; Physical Analysis of DNA: Electrophoresis; Melting Curve Analysis; DNA probes: Radioactive Labeling; RNA isolation; In vitro Transcription; Reverse transcription; Physical Analysis of RNA: Electrophoresis; RNA secondary structure; Polymerase Chain Reaction (PCR); Real time PCR; Multiplex PCR; DNA Sequencing; Site-directed Mutagenesis; Southern, Northern Hybridization and FISH: Probe preparation, Techniques; Engineering DNA: Restriction Endonucleases; Ligase; Modifying DNA Ends; Cloning: Host E.colicells for cloning; Plasmid based E.coli cloning vectors; Cloning into plasmid; Gene delivery and selection methods utilized in Bacteria; Recombinant Protein Expression in Bacteria; HostE.colicells for expression; E.colipromoters; Gene Delivery and Selection Methods in yeast; Recombination-based genetic engineering in Yeast; Yeast Promoters, Yeast Expression Vectors; Recombinant Protein Expression in Yeast; Yeast promoters; GAL induction; yeast one/two/three hybrid. Gene Delivery and Selection Methods in mammalian cells; Mammalian Promoters; Mammalian Expression Vectors; Mammalian two hybrid; Viral vectors; Gene delivery using Viral vectors; Introduction to RNAi; shRNA, siRNA, miRNA; Target selection, screening, delivery; utility of RNAi as experimental tool; Genetic engineering in animals: Recombination-based genetic engineering in mammalian cells; Knock-outs & Knock-ins, Inducible Expression; Tissue specific expression; Genetic Engineering in Plants; Ethical issues related to genetically modified organisms. BO7060 Introduction to Bio-Instrumentation This course is intended to introduce the concepts of origin of signals in biosystems and living organisms, their sensing, detection and meaningful processing for practical diagnostic and imaging applications. Various engineering aspects of the detection, acquisition, processing, and display of signals, biomedical sensors for measurements of biopotentials, ECG, sensors for ions and gases in aqueous solutions, force, displacement, blood pressure and temperature sensors, will be introduced in the first module. Optical detectors like CCDs, Spectrometers, hyperspectral imagers and surface plasmonic sensors also will be discussed. - The second module introduces optical and coherence imaging, interferometry and its applications in biomedical imaging, optical coherence tomography, and various advanced microscopy techniques. - The course includes an overview of various biomedical imaging techniques, from molecular Courses of Study 69 imaging to whole body imaging techniques like PET and SPECT, their underlying fundamental principles and latest research in these areas. BO7080 Introduction to Biophotonics This course is intended to introduce the concepts of biophotonics and interaction of light with biological matter. Biophotonics play a leading role in modern diagnostics, imaging and therapy. This course introduces principles of various biomedical optical imaging devices and techniques, lasers for biomedical applications, light-activated and light-guided therapy and biophotonic devices. This course is offered to newcomers and researchers interested in biophotonics and nanobiophotonics. This is offered as a core for Phd students in dept of Biotechnology/Biomedical Eng as well as an elective for Btech/Mtech students interested in this area. BO7106 Special Topics in Microscopy This course is an advanced research level course aimed at preparing freshers for a proper literature survey and appreciation of the research areas of advanced microscopy. The course consists of lectures, literature survey, group discussions and seminars on the advanced microscopic techniques. For this purpose, certain landmark journal papers in the area of microscopy have been identified, which would be discussed and presented by students in each lecture followed by discussions. Since, it is impossible to summarize the research literature with a few representative articles, students would be encouraged to collect all the related references and bring them up for discussions. The student contributions would be evaluated during each presentation and the question session every day and a minor project report on assigned topic. This is an advanced course offered for PhD students working in the area of biomedical imaging and microscopy. BO7170 Virology Introduction; Infectious cycle; Structure; Attachment and Entry; RNA synthesis; Reverse Transcription; DNA replication; Transcription; Translation; Assembly; Pathogenesis; Immune Evasion; Transformation and Oncogenesis; Virus-host interactions; Antivirals and Vaccines BO7190 Molecular Machines: DNA interacting proteins Introduction: DNA-protein interactions; DNA polymerase: A multifunctional molecular machine; Endonuclease: Mechanisms of cleaving DNA; DNA repair: Recognition and rectification; Recombination: Homologous and non-homologous; Transposition: Jumping genes; Topoisomerase: Unwrapping DNA; Telomerase: Maintaining the DNA ends; Modification: Epigenetic changes 11.4. Department of Chemical Engineering CH2010 Applied Chemistry Surface & Colloidal Science, Wettability, Surface forces, Adhesion, Colloidal & Interfacial chemistry, Organic Chemistry Overview: Isomerism, Polymerization, Bio- 70 IIT Hyderabad chemistry overview, Applications in Chemical Engineering(Water, Lubricants, Polymers, Nano-chemistry, Catalysts) CH2020 Chemical Reaction Engineering Introduction: Definition of rate of reaction, molecularity, Transition state theory, types of reactors, industrial reactions and reactors; Basic Concepts in Chemical Kinetics: reaction rate constant, reaction order, elementary reactions and molecularity, reversible reactions, non-elementary reactions; Collection and Analysis of Rate Data: simple constant and variable volume reaction systems, differential and integral methods of kinetic analysis, half-lives, least-squares analysis; Non-elementary Homogeneous Reactions: reaction mechanisms, pseudo-steady state hypothesis, chain reactions, polymerization reactions, Biochemical Reaction systems (enzyme reactions); Isothermal Reactor Design: batch reactor, mixed flow reactor, plug flow reactor; multiple reactor systems; Design for Multiple Reactions in Isothermal Reactors: mass balances, selectivity and yield, parallel reactions, series reactions, complex reactions, best operating conditions for multiple reactions; Non-ideal flow: residence time distribution, tank-in-series model, dispersion model, applications to design CH2040 Heat transfer Conductive heat transfer - thermal conductivity – stead state conduction – critical insulation thickness – transient heat conduction Convective heat transfer - heat transfer coefficients – analogy to other transport processes – Reynold’s, Prandtl, and Colburn analogy – heat transfer to fluids in laminar and turbulent flow – boiling – condensation Radiation heat transfer – radiation between infinite planes – view factor – radiation from flames and gases – pyrometry Heat exchangers – classification and construction details – LMTD and LMTD corrections – over all heat transfer coefficients – fouling – effectiveness- NTU-pinch technology Evaporation- equipments and classification – feeding – scale formation – performance factors CH2050 Material and Energy Balances Review of basic concepts: units and dimension, material properties, process variables and stoichiometry; Techniques for problem solving; Steady state material balances for processes involving no reaction; Steady state material balances for processes involving reaction: species and elemental balances, combustion of fuels; Recycle, bypass and purge calculations; Steady state material balances involving multiple units; Steady state material balances in multiphase systems ; Steady state energy balances for processes with and without reaction; De-Coupled and coupled mass and energy balances; Analysis of degree of freedom in a steady state process ; Material and energy balances using process simulators; Unsteady state material and energy balances CH2060 Process Control & Instrumentation Characteristics of control problems, Modelling of chemical processes, Linearization of nonlinear systems, Solutions to ODE by Laplace transforms, dynamic behavior of first order, second order, higher order systems, feedback control, stability and design of Courses of Study 71 feedback controllers, design of controllers using frequency methods. Instrumentation: Pressure, level, flow, temperature, density, viscosity, pH measuring instruments. CH2070 Mechanical Operations Presents engineering principles and unit operation involved in the particulate solid systems. It covers characterization of particulate solids, solids handling, mixing of solids, Comminution theory and devices, Flow through porous media, Fluidization, Gravity settling operations, Centrifugal separations, Gas – solid separation processes, Filtration theory and equipments. CH2080 Energy Options Introduction to energy conversion and storage technologies; thermal energy conversion: coal, petroleum, natural gas; fossil fuel characterization; nuclear power generation; solar photovoltaic and solar thermal; hydroelectric, wind and tidal energy; biofuels; electrochemical energy conversion: fuel cells and batteries; current and future energy requirements in India and across the world. CH3010 Chemical Engineering Thermodynamics Equations of state and generalized correlations, Pure component Phase equilibria, Theory of corresponding states, Real fluid equilibrium, Phase rule, Introduction to multicomponent multiphase equilibrium, Single phase mixtures and solutions: Ideal solutions, partial molar quantities, Gibbs-Duhem equation, phase equilibrium criteria, Non-ideal solutions, Residual and excess properties, Fugacity and activity coefficient models, Vapour-liquid equilibria (VLE) at low to moderate pressures, Raoult’s law, Henry’s law high-pressure, Liquid activity coefficient models, Chemical reaction equilibrium: Homogeneous and heterogeneous reactions, Multireaction equilibria, Combined phase and reaction equilibria, Basics of statistical thermodynamics. CH3020 Transport Phenomena Mathematics: Vector and tensor algebra and calculus, curvilinear coordinates Momentum transport: Viscosity, stress tensor, mechanisms of momentum transport; shell momentum balance, unidirectional flow: couette flow, falling film, Hagen Poiseuille flow. Governing equations of fluid mechanics, equations of continuity and motion; substantial derivatives; dimensional analysis of the equations of change. Time dependent flows, analytical solutions of partial differential equations, method of similarity solutions, Sturm-Liouville problems. Introduction to flows with more than one non-vanishing velocity components, stream function, limiting cases: creeping flow, potential flow, and boundary layer theory. Energy transport: Thermal conductivity, governing equations of heat transfer, energy balance, energy equation. Conduction, forced convection, natural convection, steady heat conduction in laminar flow. Mass transport: Concentrations, velocities, and mass fluxes, diffusivity. Governing equations of mass transfer, equation of continuity, equations of change for multicomponent systems, diffusion and reaction; heat and mass transfer coefficients. 72 IIT Hyderabad CH3030 Advanced Chemical Reaction Engineering Reaction Engineering. Overview of reaction engineering & emerging challenges, Stoichiometric table, reaction network analysis, effect of pressure drop on performance of plug flow vessels, energy balance and non-isothermal reactors design, optimal design for exothermic reversible reactions, stability and multiplicity of steady states in CSTR. Heterogeneous Catalysis: Adsorption kinetics, Kinetics of Catalytic reaction, Diffusion and Reaction in Porous Catalysts, Design of fixed bed reactors, Shrinking core model, catalyst deactivation, design for deactivating catalysts, fluid bed reactors, design of fluid bed reactors, applications, overview, and Design of slurry and trickle bed reactors. CH3040 Bio-refinery Overview of petroleum refinery and petrochemicals, Scenario of energy and chemicals and need for renewable feedstock; Introduction and overview of bio-refinery, Fuels and chemicals from vegetable oils; Bio-alcohol as feedstock for fuels and chemicals; Synthesis gas from biomass, overview of gasification, pyrolysis, and reforming; Fuels and chemicals from synthesis gas; Fuels and chemicals from biomass. CH3050 Mass transfer Classification of Mass Transfer Operations (Direct contact of immiscible phases, Membrane separation of phases, Direct & Indirect Operations), Diffusion & Mass Transfer, Gas-Liquid Operations (Bubble Columns, Multistage tray towers), Liquid- Liquid Operations, Solid-Liquid Operations CH3073 Numerical Methods Linear Algebraic Equations - Eigen Values and Eigenvectors of matrices - Nonlinear algebraic equations - Function evaluation - Ordinary Differential Equations Initial Value Problems - Ordinary Differential Equations Boundary Value Problems - Solution of relevant Chemical Engineering problems using these methods CH3080 Chemical Technology Introduction and overview of Chemical Process Technology. Preparation of process flow diagrams, Instrumentation diagrams and Process symbols. Petrochemical Industries: production of petrochemical feedstocks, olefins and aromatics, intermediates from olefins and aromatics. Inorganic Chemical Industries: chlor-alkali industries, manufacture of acids, ammonia, and fertilizers. Fermentation: manufacture of sugar, starch, and its derivatives, manufacture of industrial alcohols. Pulp, Paper, and Rayon industries. Edible oils: extraction and refining, fat splitting, soaps and detergents. CH3100 Optimization Techniques Nature and organization of optimization problems - model development for optimization - objective function formulation - Optimization Theory and techniques - single variable unconstrainted optimization - multi variable unconstrainted optimization - linear programming - constrained nonlinear programming - global Courses of Study 73 optimization with continuous and discrete variables - chemical engineering applications (e.g. heat and energy conservation, separation processes, Fluid Flow, Reactor Design) CH5010 Advanced Chemical Reaction Engineering Reaction Engineering. Overview of reaction engineering & emerging challenges, Stoichiometric table, reaction network analysis, effect of pressure drop on performance of plug flow vessels, energy balance and non-isothermal reactors design, optimal design for exothermic reversible reactions, stability and multiplicity of steady states in CSTR. Non-Ideal reactors. Non ideal flow, RTD of ideal vessels, modeling non ideal flow, conversion from RTD theory, tanks in series model, dispersion model - introduction to population balance, application to RTD of CSTR. Solid Catalysts and Gas- Solid Reactions. Gas-solid reactions, design of fixed bed reactors, shrinking core model, catalyst deactivation, design for deactivating catalysts, fluid bed reactors, design of fluid bed reactors, applications, overview, and Design of slurry and trickle bed reactors. Gas Liquid Reactions. Gas liquid reactions, reaction regimes Prerequisite: Chemical Reaction Engineering CH5020 Advanced Transport Phenomena Vectors and tensor algebra and calculus. Viscosity, stress tensor, momentum balance, boundary conditions. Governing equations of fluid mechanics, equations of continuity and motion, dimensional analysis of the equations of change. Time dependent flows, method of similarity solutions, Sturm-Liouville problems. Two-dimensional flows, stream function, limiting cases: creeping flow, inviscid flow, boundary layer theory. Turbulent flow, transition to turbulence, turbulence models. Macroscopic balances. Polymeric liquids.Thermal conductivity, governing equations of heat transfer, energy balance, energy equation. Conduction, forced convection, natural convection, steady heat conduction in laminar flow, unsteady heat conduction. Concentrations, velocities, and mass fluxes, diffusivity. Governing equations of mass transfer, equation of continuity, equations of change for multicomponent systems, diffusion and reaction. Special topics: modeling fluid flows interacting with a flexible, elastic boundary; simultaneous heat and mass transfer. CH5030 Advanced Chemical Engineering Thermodynamics Review of introductory concepts: Work, Heat, Reversible and Irreversible Processes; Equations of State and Generalized Correlations; First Law: Closed and Open Systems, Steady and Transient Processes. Second law and Entropy: Availability and Exergy Analyses, Maxwell Relations and Fluid Properties Estimation; Pure Component Phase Equilibria, Theory of corresponding states, real fluids Equilibrium, Phase Rule, Single component phase diagrams, Introduction to Multicomponent Multiphase equilibrium, Single Phase Mixtures and Solutions: Ideal Solutions; Partial molar quantities; Gibbs- Duhem Equation; Phase-Rule; Phase Equilibrium Criteria, Non-ideal solutions; Residual and Excess Properties; Fugacity and Activity Coefficient models; Vapour-liquid equilibria (VLE) at low to moderate pressures; Raoult’s Law, Henry’s law High-Pressure VLE Availability Analysis of processes LLE, Triangular diagrams. Langmuir and BET isotherms; Chemical Reaction Equilibrium: Homogeneous and Heterogeneous 74 IIT Hyderabad reactions; Multireaction Equilibria; Combined Phase and Reaction Equilibria; Basics of stastitical thermodynamics CH5040 Advanced Process Control Introduction to Multivariable systems, Why Multivariable systems are important?, Interaction dynamics and its role on control system design, Multivariable control - classical approaches, Structure selection- variable pairing, tuning single loop controllers for MIMO systems, Transmission zeros and transmission zero direction, Advanced control approach, State space representation, Conversion from SS to/from TF, Controllability, Observability, State transfer problem, solution to state transfer problem, pole placement controller design, Design of observer, Kalman filter design, Model (observer) based predictive controllers, LQR/LQG, various MPC schemes. CH5050 Computational Methods for Engineers Applications with Numerical Methods; Linear Algebraic Equations: Gauss-Jordan Elimination w. & w/o pivoting, Gaussian elimination w. backsubstitution, LU Decomposition, Tri-diagonal and Band-diagonal systems, Singular Value Decomposition for over-determined systems, Conjugate gradient and Bi-conjugate gradient methods; Curve-fitting and Interpolation: Cubic splines; Non-Linear Algebraic Equations: Bisection, Newton-Raphson; Numerical differentiation and integration; Ordinary Differential Equations: IVP - Runge-Kutta methods, BVP – Shooting method; Partial Differential Equations: Flux-conservative IVPs – FTCS/Lax method, Diffusive IVPs – FTCS/BTCS/Crank-Nicholson, reduced Navier-Stokes equations. CH5511 Simulation Lab ASPEN: Overview and applications of Aspen Plus; Setting up a problem in Aspen Plus, Property analysis and estimation: analysis of properties of pure components and binary mixtures, analysis of thermodynamic diagrams of binary mixtures, estimation of properties of new compounds; Simulation and design of reactors, distillation column; heat exchangers; simulation of simple and complex flow sheets; performing sensitivity analysis; Performing optimization; creating user defined models; analysis of pipeline hydraulics using Aspen Hysys Pipesys. CFD: CFD simulations involved various chemical engineering processes that involved fluid flow, heat transfer and multi-phase systems. An overview of the CFD will be briefed at early lab sessions. The following is the list of case studies that is considered for simulating and analyzing flow system using ANSYS Fluent software: Fluid flow modeling in a hydrocyclone separator - VOF model demonstration by simulating air purging in a vessel - Conjugate heat transfer over a computer chip board - Simulating unsteady heat transfer in steel ladle flow - 2D unsteady flow of power-law fluids over a cylinder - Modeling the Effect of Sedimentation Concentration in a Secondary Clarifier using a UDF - 2D simulation of circulating fluidized bed using E-E model - Demonstration of DPM model for dilute particle flow in gas cyclone. CH5516 Seminar Students need to choose a research topic to deliver a seminar. Research topic may be offered by faculty and/or may be chosen by students and get it approved by the Courses of Study 75 instructor. Main objective is to develop skills in literature search, communication and presentations. CH6010 Principles of Cellular Engineering Cellular engineering involves the application of engineering tools and concepts to the study and manipulation of living cells with the ultimate objective of developing novel therapeutic or diagnostic approaches for the clinic or harnessing cellular function for commercial applications. Cellular engineering is necessarily interdisciplinary, combining tools and ideas from the fields of biology, engineering, applied mathematics, physics, and chemistry. Course content: Cell biology and biochemistry fundamentals. Role of chemical engineers in cellular engineering.The circulatory system, vascular biology, platelets, leukocytes, neutrophils, monocytes, endothelial cells. Infection, inflammation, thrombosis. Cell adhesion molecules, selectins, integrins, immunoglobulins, plasma proteins. Protein-protein interactions, binding and unbinding kinetics, stochastic and deterministic models of receptor-ligand interactions. Cell adhesion, effect of shear stress on intercellular interactions, hydrodynamic interactions between cells in the bulk phase and on reactive surfaces, the leukocyte adhesion cascade, multiscale modeling of shear-dependent selection mediated cell rolling, dynamics of platelet aggregation and adhesion to reactive surfaces under flow. CH6030 Modeling and Simulation Expected Learning for Students: Overall aspects and importance; Knowledge and formulation capability about the dynamics and multiple steady states; Learning to apply overall chemical engineering know-how to model various example systems with multidisciplinary approach.Mass, energy, entropy balances & general modeling issues. Broad overview of tools, methods like ANN, Wavelet, PCA, Genetic Algorithm etc. and general structure/ approach/ steps to build models around a process. Process Dynamics: Phase-plane analysis; Bifurcation; Stability; Linear and non-linear systems. Generalized modeling framework building for some chemical engineering problems: Process analysis; Process objectives; Mathematical representation and Approach for solution for several examples (e.g Stirred tank heater, Complex kinetics modeling, Polymerization reactor, Gas-fired boiler, Transport in Conducting Polymer, Secondary steelmaking process etc.) CH6050 Viscous Fluid Flow Properties of Fluids, Fundamental equations of fluid flow: Derivation of Navier-Stokes, continuity and energy equations, Boundary conditions for viscous flow, Some discussion on potential flows: stream function, potential function, Flow separation, Dimensionless parameters, Laminar boundary layers, similarity solutions: Blasius velocity profile for flow over a flat plate, Transition to turbulence: linear stability analysis, Introduction to Turbulence: RANS equations, modeling, etc. CH6070 Basics of Nanosciences and Nanotechnology Background: Nanosciences and nanotechnology is a rapidly emerging interdisciplinary field at the interface between physics, chemistry, materials science, electronics, and 76 IIT Hyderabad biology. Nanosciences deals with the study of materials that have one of the dimensions less than 100nm and have many properties significantly different as compared to their bulk state. This introductory elective course provides the essential scientific foundation in physics and chemistry of nano-sized materials and processes and molecular biology combined with modules to nanotechnology and its possible commercial exploitation for interested graduate students. Course Contents: Overview of Nanosciences: Important concepts such as size, quantum effect, Moore’s law, and etc. Fundamental phenomenon as a function of size and reduced dimensionality, Scaling laws. - Nanomaterials: Different type of nanomaterials, Synthesis of nanomaterials (chemical routes, thermolysis routes, etc.), Properties (Electrical, optical and mechanical) at nano-scale. - Characterization techniques: Beam probe methods (SEM, TEM, EDX, X-ray scattering), Scanning probe methods (STM and AFM), and other techniques (Optical spectroscopy, Chromatography, Light scattering). - Nanotechnology: Various Approaches (Top-down, Bottom-up, Self assembly, self-organization), Nanoengineering (Physics and Chemistry of surfaces), Interface between Physics, Chemistry and Biology, Ethical Issues. - Applications of Nanosciences and nanotechnology: Catalysis, Nanofluidics and Nanoelectronics, Bio-sensors, Drug delivery, Tissue Engineering. CH6090 Advanced Mineral Processing This course is a full details and comprehensive knowledge of advance aspects of mineral processing, designing and selection of processing equipment and machinery. The following topics are explained in this course: Mineral processing introduction - Process overview, metals vs minerals - Metallurgical accounting, control & simulations - Comminution theory and models of comminution process - Mineral liberation - Curshers, design & modeling - Grinding mills, designs & modeling - Screening and classification - Dense medium separation - Froth flotation - Dewatering CH6110 Petroleum Refinery Engineering Evaluation and characterization of crude oil: TBP and other distillation tests. Petroleum products, their properties, specification and testing-different properties like flash point, fire point, smoke point, aniline point, carbon residue, kinematic viscosity, pour point, freezing point etc. Petroleum refinery distillation-pre-fractionation and atmospheric distillation of crude. Stabilization of naphtha. Vacuum distillation of RCO. Reforming of naphtha. Other secondary processes like Vis-breaking, Furfural/Phenol/NMP extraction, Solvent dewaxing, propane deasphalting. FCC unit. Hydrotreatment processes in refining: hydro-desulfurisation, hydrofinishing, Hydrocracking. Production of lube oil base stock. CH6110 System Identification LTI systems, Prediction and Simulation of LTI systems, ARX, ARMAX, OE, BJ model structures, state space models, models for time-varying and nonlinear systems: ANNs, wavelets, classical methods. nonparametric methods: fourier, spectral analysis. parameter estimation methods: least squares, subspace identification, instrumental variable methods. consistency and convergence of the estimates, asymptotic Courses of Study 77 distribution of estimates, recursive methods, experiment design, compressive sensing, lasso, manifold learning. CH6130 Optimization Techniques Nature and organization of optimization problems - model development for optimization - objective function formulation - Optimization Theory and techniques - single variable unconstrained optimization - multi variable unconstrained optimization - linear programming - constrained nonlinear programming - mixed integer programming - global optimization with continuous and discrete variables - chemical engineering applications (e.g. heat and energy conservation, separation processes, Fluid Flow, Reactor Design, Integrated Planning & Scheduling), Multiobjective Optimization CH6200 Non-Newtonian Fluid Mechanics Non-Newtonian Fluids in engineering practice; Newtonian vs Non-Newtonian Fluid Mechanics; Non-Newtonian behavior: shear-thinning, shear-thickening, viscoelasticity, stick-slip behavior; Constitutive Model Examples; Review of Basics: Kinematics, Rivlin- Ericksen tensors, Frame Indifference, Basics of Constitutive Theory; (Part 1) Special fluids: Fluids of Complexity n, Fluids of Grade n (Additional boundary conditions required for BVPs, secondary flow in a straight pipe), Fluids of Grade 2 (Unsteady lineal flows, Unsteady plane flows, Steady plane flows, Cannister flows – Stability and Instability), Rate-type fluids, Integral fluids, Phenomenological models (Doi-Edwards, etc.); Applications of special fluid models. (Part 2) Special flows: Streamlines, Pathlines, Streaklines, Curvilineal flows, Viscometric flows (Rivlin-Pipkin definition, Viscometry, flows of incompressible fluids, rectilinear flow in pipes), Monotonous flows (kinematics, flows of simple fluids); CH6220 Advanced Soild-Liquid Separations Characterization of particles in liquids; Particle drag and settling rates; Efficiency indices of separation of particles; Coagulation and flocculation; Gravity clarification & thickening; Classification by cyclones; Gravity separations; Separation by centrifugal methods; Filtration-fundamentals, cake washing, cake growth concepts; Pressure filtration; Vacuum filtration; Separator series and networks; Selection of solid-liquid separators. CH6240 Reacting Flows Basic thermodynamics relationships: Evaluation of ideal gas thermodynamics properties using NASA polynomials. Kinetics of gas phase reactions: Calculation of rate coeffients and equilibrium constants; pressure dependent fall off reactions; third body reactions; Kinetics of heterogeneous reaction: Mean field approximation; calculation of rate coefficients using modified Arrhenius expression; Calculation of equilibrium constant; Numerical methods: Introduction to finite volume analysis; solution of differential algenraic system of equations using third party solvers (eg. LIMEX); Flow through porous media: Dusty gas model (DGM); Reactor modeling: Development of governing equations in 1D and quasi 2D for chemically reacting problems; Laminar premixed and counter flow diffusion flames; 78 IIT Hyderabad PLUG flow reactor model with heterogeneous chemistry; Fixed bed reactor model with heterogeneous chemistry; Correlations: Empirical correlations for mass transfer coefficients; empirical correlations for heat transfer coeffients; Mini project. CH6260 Advanced Topics in Thermodynamics Expected Learning for Students: Overall aspects and importance; Follow/understand the physical reasoning of statistical mechanics treatments; Basic thermodynamic deductions and relations; introduction of non-equilibrium through stability and fluctuations; Local equilibrium applications; Limitsand feasibility of processes. Introduction to statistical mechanics; Boltzmann distribution, Ideal and non-ideal gases; Equilibrium; Black body radiation, Third law, Liquid state, Phase changes and related phenomenon; Stability aspects and fluctuations in equilibrium states Onsagar reciprocal relations; Local equilibrium and related derivatives for diffusion, reactions etc.; Basic aspects of non-linear thermodynamics; Applications of non- equilibrium thermodynamics with examples. CH6280 Mathematical Methods Ordinary Differential Equations: Initial and Boundary Value Problems, Homogeneous Linear Equation, Inhomogeneous Linear Equation, First and Higher Order Nonlinear Differential Equations, Partial Differential Equations, Complex Analysis, Laplace and Fourier Transforms, Introduction to Perturbation Methods: Perturbation Theory, Regular and Singular Perturbations Theory, Asymptotic Matching. CH6300 Cardiovascular Mechanics and Hemostasis Overview of Human Physiology, Structure-Function relationships in the body; Cardiovascular System; Heart: Structure, Systole-Diastole; Pressure-Flow relationships in vasculature; Blood vessels: constituents, rheology, influence on blood flow, models available; Blood: constituents, rheology of constituents, blood rheology, models available; Clot: constituents, rheology of constituents, clot rheology, models available; Hemostasis: Role in health, effect on blood rheology, constituents, extrinsic and intrinsic pathways, fibrinolysis, biochemical schematic, reaction-kinetics, models available. CHxxx1 Fundamentals of Microfabrication Background: MEMS technology offers many exciting opportunities in miniaturization of elements in a wide range of applications. MEMS based devices are constantly introduced into new products and new markets are expected to become affected by MEMS technology in the near future. The diversity and complexity of this technology demands a wide knowledge base from a prospect researcher. The goal of this course is to provide the participant the needed background to comprehend existing technology, and the tools to execute MEMS fabrication. Objective: This course is designed as an introduction to the fundamentals of microfabrication technology and its application to the fields of MEMS (microelectromechanical systems) and general microelectronics. Various aspects of MEMS technology and its numerous applications are presented. Courses of Study 79 Course Contents: Introduction to MEMS: C-MEMS, Bio-MEMS - Micro-fabrication Approaches (Additive, Subtractive, Patterning) - Lithography, Etching (dry, wet), PVD, CVD, Ion implantation, LIGA etc. – Biomimetics - Scaling Laws and Concept of Miniaturization - Applications, Clean room design and control. CHxxx3 Advanced Separations Processes Adsorption: Concepts and definitions; adsorbents and their preparation and properties; adsorption isotherms and their importance; adsorption types; equipments; adsorption in fixed bed; methods regenerations of adsorbents and basic mathematical modeling. Chromatography separation: Basic principal; different types of chromatographic separation techniques and their application. Membrane separation technique: membrane classification, chemistry, structure and characteristics and preparation; various membrane separations technology such as microfiltration, ultrafiltration, reverse osmosis, dialysis, electrodialysis, gas permeation, pervaoration, liquid membrane and their applications in chemical, biotechnology, food, and biochemical industry. Reactive Distillation: Concept, modeling and design aspects and applications. Supercritical Fluid Extraction: Concept, modeling and design aspects and applications. Biofiltration: Concept, modeling and design aspects and applications.Physical and electrostatic separation Techniques: Filtration, Centrifugal separations, gravity separations, fluidized bed separation and other unit operations. CHxxx4 Heterogeneous Catalysis Heterogeneous Catalysis: Principles of heterogeneous catalysis; engineering properties of catalyst; determination of surface area, pore size and its distribution; kinetics of fluid-solid, non-catalytic and catalytic reactions and kinetic parameters estimations. Preparation and characterization of catalysts. Classification of catalysts; requirements of industrial catalysts and their applications; zeolite and supported metal/ metal oxide catalyst; catalyst preparation and modification techniques: impregnation, decomposition, precipitation, sol-gel, micro-emulsion techniques; different techniques for structural and morphological characterization of catalysts: TPD, XRD, and SEM. CHxxx5 Mesoscopic Simulation using GPU Introduction to graphics processing unit (GPU), Application of GPUs on computer simulations with examples. Introduction to lattice Boltzmann method (LBM). Use of GPU to solve fluid flow problem with LBM. CHxxx6 Multiphase Flow Theory and Modeling This course is a full details and comprehensive knowledge of all aspects of multi-phase flows, theory and modelling. The following topics are explained in this course: Classification of multi-phase flows - Transport processes of a rigid particle - Transport processes of a deformable particle - Transport properties of a suspension flow - Cell model - Basic equations of multi-phase systems - Methods for modeling multi-phase flows - Two-fluid model concept - Lagrangian frame work model - Algebraic slip mixture model - Eulerian-Eulerian model - Case studies 80 IIT Hyderabad CHxxx7 Chemical Engineering Aspects of Drug Delivery Expected Learning for Students: Overall aspects and importance; Theory, models and approaches in depicting the drug delivery aspects; Mechanistic details & variety of drug delivery modes; Important example to know more about present & future applications. Broad aspects: definitions and importance; a concise introduction to bio-system and biochemistry. Theoretical Aspects: Basic electrochemistry; electrochemical transport (Poisson- Nernst-Planck, Electroneutraity etc.); diffusion; ionic reactions; Voltammetric techniques and current vs. voltage calculations; Basic nano and microfluidics; Phenomenological modeling. Details of delivery mechanism: Delay and controlled release of drug from materials; Magnetic nano-particle encapsulation; Lipid based carrier development; Polymer applications in implants (e.g. PLA, PEG etc.); Electroactive polymers, micro-actuation, parameter dependent (e.g. pH) property variations and membrane applications; Implantable drug delivery systems; Other biofunctionalization of nano-materials. Some example problems with probable engineering approaches (e.g. drug delivery in diabetes, osteoporosis, tumor etc.) CHxxxx Introduction to Stochastic Control Probability Theory: Measure Spaces, Lebesgue Integration, Independence, Product Measure, Conditional Expectation, MultiVariate Gaussian Distribution, Discrete time Kalman Filter; Brownian Motion: Existence (by construction), Properties of sample paths, Wiener Integral; Ito Integrals: Martingales, Construction, Properties, Ito Formula, Martingale Representation Theorem; Stochastic Differential Equations: Examples, Existence and Uniqueness of Solutions, Weak and Strong Solutions; Stochastic Control: Dynamic Programming, Verification Theorems, Hamilton-Jacobi- Bellman Equations, Linear Regulator; Filtering Theory: Nonlinear filtering for SDE's, Kalman Filter in continuous time, Separation Principle, LQG control, Transmission of messages over noisy channels. CHxxxx System Identification LTI systems, Prediction and Simulation of LTI systems, ARX, ARMAX, OE, BJ model structures, state space models, models for time-varying and nonlinear systems: ANNs, wavelets, classical methods. nonparametric methods: fourier, spectral analysis. parameter estimation methods: least squares, subspace identification, instrumental variable methods. consistency and convergence of the estimates, asymptotic distribution of estimates, recursive methods, experiment design, compressive sensing, lasso, manifold learning. 11.5. Department of Chemistry CY1010 Environmental Chemistry Environmental behavior of organic/inorganic compounds, Fate of organic/inorganic chemicals in natural and engineered systems, impact on physical-chemical properties of environmentally relevant compounds, Aspects of transformations in atmosphere. Courses of Study 81 CY1020 Dynamics of Chemical Systems Chemical Kinetics, Concepts of Electrochemistry, Corrosion, Photoelectric effect, Schördinger Wave Equation, Particle in a box, Hydrogen atom, Concept of orbitals, Quantum numbers, Helium atom. CY1031 Laboratory A laboratory course designed to illustrate the fundamental principles of organic, inorganic and physical chemistry. CY5010 Stereochemistry, Reaction Mechanisms and Aromaticity Stereochemistry: Introduction to molecular symmetry & point groups; Stereoselectivity, Reaction mechanisms, Nucleophilic substitution, Aromaticity, Aromatic electrophilic substitution CY5011 Organic Chemistry Practicals Syntheses of organic compounds by use of various reactions to impart the student with sufficient knowledge of synthetic organic chemistry. CY5020 Advanced Organic Chemistry of Multiple Bonds Alkenes and alkynes, Pericyclic reactions, Carbonyl compounds CY5110 Concepts in Inorganic Chemistry Atomic structure, nuclear properties, molecular symmetry, bonding in polyatomic molecules, acid- bases and ions in aqueous solution, non aqueous media, reduction and oxidation, green chemistry CY5111 Inorganic Chemistry Practicals A laboratory course devised to demonstrate principles of inorganic chemistry. CY5120 Coordination Chemistry Structure and bonding, Molecular Orbital (MO) theory of complexes - MO diagrams, Mechanism of redox reactions outer sphere mechanisms, Inner sphere mechanisms, Crystal field theory (CFT), spin crossover - Jahn-Teller effect - Nephelauxetic effect, magnetic properties orbital splitting, spin-orbit coupling, Orgel diagrams, Tanabe- Sugano diagrams, calculation of CFSE, Dq, B and ß values, selection rules, band intensities and band widths, spectra of high-spin octahedral and tetrahedral complexes of d1 to d9 systems CY5130 Main Group Chemistry S-block elements, alkali and alkaline earth metal complexation, P-block elements, P-N & S-N rings, Specific reagents of main-group elements, industrial chemicals CY5210 Electrochemistry and Chemical Kinetics Ion transport in solution, Fick’s laws of diffusion, ion-solvent / ion-ion interactions and conductivity, Debye-Huckel theory, Debye-Huckel-Onsager equation, chemistry of electrode-electrolyte interface, Butler-Volmer Equation, rate law, order of reaction, 82 IIT Hyderabad half lifetime, mechanisms of complex reactions, collision theory, effect of temperature & catalyst, activated complex theory, Eyring equation, Lindemann theory CY5211 Physical Chemistry Practicals Experiments to illustrate principles of kinetics, thermodynamics, electrochemistry and spectroscopy. CY5220 Solid State Chemistry X-ray diffraction, principles of inorganic crystal structures, crystal chemistry and bonding in solids; preparative methods, characterization of inorganic solids: application of physical techniques, thermal analysis, electronic properties and band theory: metals, semiconductors, inorganic solids, colour, electrical, magnetic and optical properties CY5230 Statistical Thermodynamics & Surface Science Types of statistics, Partition Functions, Thermodynamics properties, Einstein and Debye Theory of heat capacities, Ensembles, Entropy, Gibbs Paradox, Quantum statistical mechanics, Chemisoprtion, Freundlich adsorption, applications of adsorption, Langmuir theory, BET theory, Gibbs adsorption, modern techniques for investigating adsorption, Jablonski diagram, Laws of photochemistry, kinetics and energy transfer in photochemical reactions. CY6010 Synthetic Methodology in Organic Chemistry Basic retrosynthetic analysis, nucleophilic C-C bond forming reactions, C-C bond formation via free radicals and carbenes, C-C bond formation using tin reagents. CY6110 Metals in Biological systems Metal ions in biology: metallo-proteins and enzymes containing Mg, Ca, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, Mo and W ions. heme and non-heme systems, Peptide and nucleotide hydrolytic enzymes, Metal environment, electronic, magnetic and redox properties; fixation of N 2 , water-oxidation reactions, Synthetic models for the structure and function of the above enzymes, syntheses of ligand-metal complexes, reactivity of O 2 , CO, NO, N 2 ; mechanistic aspects, high-valent metal-oxo (Fe-, Mn- and Cu) systems, Interaction of metal ions with nucleotides and peptides, hydrolysis of phosphate and amide groups, Metal based drugs, environmental applications and toxic effects. CY6210 Separation Techniques and Dynamic Electrodics Extraction methods, super critical fluids, Electrophoresis- theory and applications. Chromatography, Identification of trace elements: DCP and ICP, Flame Emission and Atomic Absorption Spectrometery Neutron diffraction methods, Electrode Processes, Potential Sweep Methods, Polarography, Pulse Voltammetry, Impedance Spectroscopy, Controlled Current Methods, Application to Electroactive layers, Spectroelectrochemistry and other coupled characterization methods. CY6220 Physical Methods in Chemistry Rotational spectroscopy, Vibrational Spectroscopy, Selection rules, Vibrational- Rotational spectra, Morse Potential. Raman spectroscopy, electrical and magnetic Courses of Study 83 properties of molecules, NMR, FT-NMR, Relaxation processes in NMR, ESR spectroscopy, Kramers degeneracy, Mossbauer spectroscopy. CY6230 Theoretical Chemistry Mathematical concepts, eigen values and eigen vectors, similarity transformations, solutions of Hermite, Legendre and Laguerre differential equations, Orthogonality properties and recurrence relations among special functions: associated Legendre functions and Spherical Harmonics, Introduction to Fourier series and Fourier transforms, convolution theorem, Solution of the Schrodinger equation for the hydrogen atom CY7010 Chemistry of Natural Products and Biomolecules Classification of natural products, Monoterpines and sesquiterpenes, Steroids CY7020 Advanced Organic Chemistry Synthetic strategies for preparing natural products and applications. CY7110 Organolanthanide Chemistry Intrinsic Properties of the Lanthanide Elements (Electronic Features, Steric Features), Synthesis of Organolanthanide Compounds (Thermodynamic and Kinetic Guidelines, Inorganic Reagents, Metalorganic Reagents, Thermal Stability), Ligand Concepts (Steric Bulk and Donor Functionalization, Ancillary Ligands, Immobilization – “Supported Ligands”, Reactivity Pattern of Organolanthanide Complexes (Donor-Acceptor Interactions, Complex Agglomerization, Ligand Exchange and Redistribution Reactions, Insertion Reactions, Elimination Reactions– Ligand Degradation, Redox Chemistry, Reaction Sequences – Catalytic Cycles CY7120 Advanced Organometallic Chemistry Structure of TM complexes , ligands, hapticity, 18- electron rule, Clusters and M-M bonds, Reaction mechanisms, Metal alkyl and hydride, Metal-carbene complexes, Fischer/Schrock carbenes, NHC’s, olefin metathesis, multiple bonding between TMs and heteroatoms - π-complexes (olefins, dienes, alkynes, allyls, arenes) - Metallocenes - structures, syntheses, properties - OM complexes of alkali metals, Grignard reactions - Main group OM chemistry (group 13-16), Carbonylation of Alcohols- Hydrogenation of Alkenes- Hydroformylation - Alkene and Alkyne Metathesis. Oligomerization and Polymerization of Alkenes and Alkynes. C–C Coupling Reactions, C–Heteroatom Coupling: Amination of Arenes, Hydroamination, Hydroboration, and Hydrosilation. CY7210 Group theory Concept of groups, symmetry operations and symmetry elements in molecules, matrix representations of symmetry operations, point groups, irreducible representations and character tables, Application of group theory to atomic orbitals in ligand fields, molecular orbitals, hybridisation, classification of normal vibrational modes, selection rules in vibrational and electronic spectroscopy. Woodward-Hoffman rules 84 IIT Hyderabad CY7220 Chemical & Electrochemical Energy Systems Electrochemical Techniques and their application to Real Systems, Electrochemical Cells: Batteries, Supercapacitors, Fuel Cells, Solid Electrolytes and Photoelectrochemical Cells, Photocatalysis, steam reforming, petroleum refining, coal reforming, hydrogen production, decomposition of N 2 O, dry reforming. CY7410 Spectroscopy & Applications Applications of modern spectroscopic techniques such as NMR, IR, MS, etc. for structure elucidation of inorganic, organic and biologically important compounds. 11.6. Department of Civil Engineering CE2010 Strength of Materials Stress, Strain, Mechanical Properties of Materials, Axial Load, Torsion, Bending, Deflection of Beams and Shafts, Transverse Shear, Combined Loading, Strain Transformation, Pressure Vessels, Buckling of Columns, Energy Methods CE2011 Strength of Materials Lab Tension Test on Mild Steel, Bending Stress in Steel beams, Deflection of Beams, Torsion Testing, Thin Cylinder, Thick Cylinder, Buckling of Struts, Charpy and Izod Impact tests, Brinell, Rockwell and Vicker’s Hardness tests CE2020 Construction Materials Structure and properties of materials; Characteristics of construction materials such as concrete, bituminous materials, steel and aluminium, polymers and plastics, composites and wood; Components of concrete; Concrete materials technology; Concrete mix design; Concrete acceptance tests; Production of ferrous metals and characteristics; Types of major rolled steel shapes CE2021 Construction Materials Lab Testing methods and standard specifications for strength and other properties of building materials; Concrete mix design; Aggregate Testing -- sieve analysis, dry-rodded unit weight and Specific Gravity; Concrete Testing -- Batching and mixing of concrete mix designs, Casting and molding of concrete cubes and beams, Curing of concrete specimens, Compression testing of cubes, Tensile testing of concrete cylinders using the Split-Tensile Method; Masonry Testing including tests on bricks mortars and compression testing of masonry prisms; Wood tensile testing, Wood flexural beam testing. CE2030 Fluid Mechanics Fluid Statics,; Fluid kinematics–stream lines, streak lines and path lines; acceleration field, stream function; Fluid Dynamics- Equations of motion, for incompressible flows, Calibration of discharge measuring devices in pipes, channels and tanks, Computation of major losses due to friction and minor losses in conveyance; Vorticity and Irrotationality: Potential flows- uniform flow, source, sink and doublet; Superposition Courses of Study 85 of basic potential flows – Rankine ovals, circular cylinder; conservation of mass, momentum and energy equations (Navier-Stokes equations); Exact solutions- Laminar and turbulent flow in closed conduits, Reynolds turbulent stresses, Prandtl’s mixing length hypothesis, pipes in series and parallel, equivalent pipes; Quasi-one dimensional flows -Nozzles and Diffusers; Inviscid flows – Euler equations, Dimensional Analysis, forces governing fluid motion, Dimensionless numbers. CE2031 Fluid Mechanics Lab Minor transition losses in pipes, friction factors in pipe, Flow measurements by orifices, venturimeter and notches, Bernoulli apparatus, Reynolds apparatus Measurement of Viscosity :Stoke’s and Hazen Poiseuille Method, Characteristics of laminar and turbulent Flow Through Pipes, Application of Momentum Equation – Impact of Jet. CE2100 Structural Analysis Types of Structures and Supports; Free-Body Diagram; Forces and Moments; Analysis of Various statically-determinate structures; Principle of Virtual Work; Introduction to Statically Indeterminate Structures; Flexibility for Analyzing Statically-Indeterminate Structures; Influence Lines CE2101 Structural Analysis Lab Flexural Stresses and Deflection in a Simply Supported Steel Beam; Symmetrical Unsymmetrical Bending of Steel Sections; Mode shapes of frame systems; Compression Test on Composite Column; Eccentric axial load test on rectangular tubular section; Tension Test on Steel Sections, Column Buckling Test, Indeterminate Beam testing, Torsion testing, Pin jointed frame work analysis, Three and Two hinged Arches, Plastic bending of Portal Frames, Redundant Truss Experiment, Shear Test. CE2500 Engineering Hydrology Measurement, Analysis, and Interpretation of various components of hydrologic system (including precipitation, infiltration, and evapotranspiration); Rainfall - Runoff correlations; Flow duration Mass curve analysis; Droughts and floods; Hydrograph analysis; Statistical analysis; Hydrologic Routing; Flood forecasting; Elements of Groundwater hydrology; Well hydraulics CE3010 Surveying and GIS Linear measurements; Compass surveying; Levelling and Contouring; Plane Tabling; Theodolites; Tacheometry; Triangulation; Geodetic surveying; Adjustment of surveying observations; Principles of photogrammetry and remote sensing; Co-ordinate system in GIS; Analysis and representation of spatial features; Introduction to spatial, raster and statistical analysis in GIS CE3011 Surveying and GIS Lab Compass, plane table and theodolite traversing; Plotting traverses and mapping details; Spirit leveling; Tacheometry and trigonometric levelling; Curve setting; Working with EDM / Total Station / GPS; Map representation and analysis in GIS 86 IIT Hyderabad CE3102 Reinforced Concrete Design Basic material properties; Design concepts and philosophies; Behavior under flexure; Design of beams and one way slabs; Shear behavior and design; Design for Torsion; Bond and development length; Serviceability Limit states for cracking and deflection; Design of Compression Members. CE3112 Design of Steel Structures Mechanical Properties of Steel; Effect of Corrosion; Fire and Fatigue; Limit State Design - Analysis procedures & Design Philosophy; Connections - Bolted Connections Welding & Welded Connections - Bolt Group, Weld Group; Beam and Column Splices; Design of Tension Members; Compression Members - Elastic Buckling, Strength Curves, Strength of Compression Members, Concept of Effective Lengths, Types of Column Sections, Design of Axially Loaded Columns; Beams - Types of Beam Buckling Failures, Beam Columns CE3300 Geotechnical Engineering Engineering properties and mechanical behavior of soil materials, soil classification, compaction, permeability, seepage, in-situ stresses, compressibility (consolidation), and shear strength. CE3312 Foundation Engineering Characterization of Ground, Site Investigations, In-Situ Testing (SPT and CPT) and their Interpretation, Other In Situ Tests- Vane Shear Test, Pressuremeter Test, Dilatometer Test; Foundation Design, Limit State Design and Working Stress Design; Shallow Foundation: Types, Analysis and Design; Pile Foundations: Types, Installation, Analysis and Design; Retaining Walls- Earth Pressure Theories and Design. CE3500 Hydraulic Engineering Open Channel flow: Energy and momentum principles, Curvilinear Flows, Backwater computations, uniform flow, gradually varied flow, rapidly varied flow, hydraulic jump, spatially varied flow, unsteady flow. Flow measurement: Viscosity, Pressure, Velocity and turbulence measurements; Forces on immersed Bodies: Drag and lift. Pipe flow: laminar flow, turbulent flow, boundary layer theory, wall turbulent shear flow, frees turbulent shear flow, water distribution network analysis and design. CE3501 Hydraulic Engineering Lab Determination of velocity distribution in an open channel flow, energy and momentum coefficients in subcritical and supercritical flows in open channels, Hydraulic jump in horizontal and sloping channels, energy dissipation at the toe of spillways, gradually varied flow surface profiles, channel transition for subcritical and supercritical flows, flow in bends. Infiltration experiments, Basic Hydrology System CE3511 Environmental Engineering Lab Determination of - solids, turbidity and optimum coagulant dose, alkalinity and pH, hardness and chlorides, sulphate and sulphides, D.O. and BOD, COD, available chlorine in bleaching powder and optimum chlorine dose, coliform (MPN). Courses of Study 87 CE3512 Environmental Engineering Water supply engineering: Sources, water demand and forecasting; water quality; unit operations and processes in water treatment; distribution. Wastewater engineering: Systems of sanitation; collection and conveyance of wastewater; wastewater characteristics; unit operations and processes in wastewater treatment; wastewater disposal and sludge handling. Solid and hazardous waste management: functional elements of SWM; identification, treatment, and disposal of hazardous waste; hazardous waste site clean-up technologies. Air pollution: sources and effects of pollution, control equipment. CE3800 Transportation Engineering – I Introduction to transportation systems engineering; Transportation system characteristics; Planning of highway, railway and airport systems; Highway/railway route selection; Airport site selection; Geometric design of highway, railway and airfield elements; Pavement/track materials and testing; Material characterization for design; Design of highway and airfield pavements; Structural design of the railway track; Highway construction, maintenance and rehabilitation. CE3810 Transportation Engineering – II Fundamentals of Traffic Flow and Queuing Theory, Highway Capacity and Level-of- Service Analysis, Design of Traffic Facilities, Traffic Control and Analysis at Signalized Intersections, Travel Demand and Traffic Forecasting CE4502 Water Resources Engineering Reservoir planning and operation; Seepage theories; Weirs on permeable foundations; Design and drawing of gravity dams, earth dams, spillways and energy dissipaters; Soil- crop-water relations; Methods of irrigation; Management of canal irrigation; hydraulics of alluvial channels; Design of canals and canal regulation structures CE4900 Construction Management Project planning, scheduling, and control using CPM arrow and precedence networks; basic resource allocation and leveling; earned-value analysis; linear scheduling; PERT charts, Cost estimation. CE6002 Design Studio Planning, Analysis and Design of structures with specific applications in Structural or Geotechnical Engineering. Structural Engineering applications include Multi storeyed buildings, Bridges, Towers, Storage structures. Geotechnical aspects in foundation design of spread footings, combined footings and pile foundations, design of retaining walls and slopes. Special emphasis on Earthquake resistant design. Design, detailing and preparation of drawings. Use of software for analysis and design. CE6011 Computer Methods in Civil Engineering Introduction to computer programming, Matrix operations, Eigen values and eigen vectors in matrices, Solution to linear, non-linear, and ordinary differential equations, Application of finite differences to partial differential equations, Principles of curve 88 IIT Hyderabad fitting and optimization, Development and application of computer programming to case studies derived from Civil engineering. CE6110 Advanced Structural Mechanics Fundamentals of elasticity, Unsymmetrical bending, Shear center, Torsion, Thin walled sections, Beam on elastic foundation, Fundamentals of buckling, Stress concentrations, thin-wall circular cylinders; Force and displacement method of analysis, computer implementation, static condensation and sub structuring. CE6111 Structural Mechanics Lab Principles of closed-loop testing, strain gauges, strain and force measuring devices, Principles of non-destructive testing – basics of wave propagation and stress wave propagation techniques. Optical techniques for displacement and strain measurements, application of strain gauges and data acquisition system, Closed-loop testing of concrete in compression and flexure, Load testing of beams, Measurements using stress-wave based techniques on concrete and steel structures, Demonstration of optical techniques for discs, stress concentration and deep beams. CE6120 Applied Elasticity and Plasticity Tensor Algebra, Analysis of Stress, Analysis of strain, Stress-strain relations, 2-D problems in elasticity, Axisymmetric stress analysis, Plastic behavior of materials, Yield/Failure theories, Plastic stress-strain relations. CE6130 Finite Element Analysis Introduction, Mathematical preliminaries- Linear function spaces, operators and functionals. Continuity and differentiability. Inner products, norms and completeness. Background on variational calculus. Galerkin methods, Collocation methods, Least- squares methods. Variational methods of approximation- Rayleigh-Ritz method, variational theorems. Compatibility and completeness of admissible spaces. Basic element shapes in one, two and three dimensions. Polynomial shape functions. Area coordinates. The concept of isoparametric mapping. Computer implementation. Application to elliptic parabolic and hyperbolic differential equations. CE6131 Finite Element Lab ANSYS/ABAQUS Utilities.Detailed tutorials outlining structural analysis using ANSYS/ ABAQUS- linear static, 1D, 2D, and 3 D. Intermediate tutorials on dynamic analysis and nonlinearities. Advanced tutorials on sub structuring, optimization, multi material systems, and user prescribed functions. Post processing tutorials. Introduction to programming the Finite element methods using MATLAB. CE6140 Structural Dynamics Free and forced dynamic response of Single and multi-degree-of-freedom systems; Numerical Evaluation of Dynamic Response; Modal Analysis; Fundamentals of Earthquake Engineering; Concepts of response spectrum, Earthquake Response of Linear Systems; Structural dynamics and Building codes. Courses of Study 89 CE6150 Structural Stability Stability – General Principles, Equilibrium Analysis of Stability, Beam Columns; Stability Analysis of frames by Equilibrium Analysis; Dynamic Analysis of Stability; Energy Methods: General Principles, Variational Analysis, Ritz and Galerkin Methods; Beam on Elastic Foundation; Lateral Torsional Buckling; Design Implications CE6160 Theory of plates and Shells Introduction- Mathematical preliminaries, energy principles and variational methods, Classical theory of plates, Analysis of circular and rectangular plates, Bending, Buckling and Free vibration analysis of plates. Shear deformation theories- First order and third order plate theories. Theory and analysis of shells, thin cylindrical and circular shells, Free vibration and buckling analysis of shells. Introduction to composite plates- Classical laminate plate theory. Finite element analysis of plates, Nonlinear finite element models. CE6200 Condition Assessment and Rehabilitation of Structures Damage mechanisms in reinforced concrete and steel structures, specifically, cracking (both load induced and environmentally assisted), corrosion of steel, Fire damage in concrete and steel, Sulfate-attack and Alkali-silica reaction in concrete structures; Laboratory and field techniques for detecting the various damage mechanisms and the theoretical background behind different techniques; Basics of wave propagation and review of non-destructive test techniques; Estimation of load carrying capacity of structural members with damage; Repair and Rehabilitation strategies used in the field to repair existing damage and rehabilitate and strengthen structures CE6212 Advanced Reinforced Concrete Mechanical properties of concrete and steel, Behaviour of concrete under uniaxial and multiaxial states of stress; effect of creep of concrete, Basic Design philosophies, Probabilistic load theory, ultimate strength design methodology, comparison of working stress and ultimate load method; Moment-curvature and load-deflection relationships. Behavior and design of columns subjected to biaxial bending, Analysis and design of slender columns – under sway and non-sway conditions, Behavior and design of reinforced concrete structures for combined shear and torsion, Design of flat slabs and two way slabs, Design of special reinforced concrete structures - Deep beams and corbels. CE6222 Prestressed Concrete Design Introduction to concept of prestressing, types of prestressing, systems and devices, review of short and long-term behavior of concrete and prestressing steel,losses in prestress., Stress analysis of flexural members, flexural and shear design of statically determinate beams, analysis and design for shear and torsion, codal provisions, Anchorage zone stresses for post-tensioned members; design of anchorage zone, Analysis and design of statically indeterminate structures - continuous beams and frames, determination of cable profile, concepts of linear transformation and concordancy. Composite construction with precast, prestressed beams and cast in-situ reinforced concrete slab; Analysis and design of prestressed concrete tanks and slabs. 90 IIT Hyderabad CE6232 Advanced Steel Design Review of Beam Design, Plastic Design of Beams, Plate Girders (Built-Up Sections), Steel-Concrete Composite Beams, Review of Column and Tension Members, Review of Basic Welded and Bolted Connections, Bracing and Connections. Design of Bunkers and silos. CE6310 Advanced Soil Mechanics Stresses and strains in soils; dilatancy angle; Mohr’s circle of stress and strain; zero- extension line; stress paths (p’-q’ space, s-t space); failure theories- Tresca criterion, Mohr-Coulomb criterion; Caquot’s principle; slip surface; stress-strain-volume change curves; sources of shear strength; critical state friction angle; factors affecting drained shear strength; Bolton’s correlation for friction angle; undrained shear strength; small- strain stiffness; drained and undrained shear strength of clays; Hvorslev’s cohesion and friction; critical-state, residual, and design strengths. CE6330 Soil Dynamics Introduction -Fundamentals of vibration; Single/multiple degree of freedom systems; Free and forced vibrations, damping; Elastic stress waves in a bar, Equation of motion in an elastic medium; Stress waves in elastic half-space; Laboratory tests to determine dynamic soil properties; Field test measurements; Dynamic behavior of foundations, ultimate dynamic bearing capacity, seismic bearing capacity and settlement in granular soil; Dynamic behavior of retaining walls; Liquefaction of soils. CE6352 Design of Earth Structures Limit equilibrium methods of slope stability; slope stability for analyses for rapid drawdown; design charts for slope stability; design of embankments; seepage principles; Darcy’s law; flow nets; seepage forces and uplift; seepage in earth dams; at- rest earth pressure; Rankine’s and Coulomb’s active and passive earth pressures; retaining wall design; reinforced retaining walls; gabion retaining walls; cantilever and anchored sheet piles; open cuts; trenching; braced excavations; excavation support; nailing; anchoring; basal heave CE6370 Soil-Structure Interaction Introduction; Soil foundation interaction; Elastic models of soil behavior- Winkler model, elastic continuum models, two parameter models; Elastic-plastic and time dependent behavior of soil masses; Soil-foundation interface behavior; Beams on elastic foundation; Plates on elastic medium; Elastic analysis of axially-loaded and laterally-loaded piles CE6392 Designing with Geosynthetics Introduction to geosynthetics; Types; Test methods and properties of geotextiles, Geogrids, Geonets, Geomembranes; Their applications to pavement reinforcement, soil reinforcement in embankments, separation, drainage and filtration; Other geosynthetic products and their applications. Courses of Study 91 CE6410 In-situ Testing Introduction to basic and advanced site investigation techniques; Methods of drilling and probing for determining stratigraphy; Standard penetration testing; miniature penetrometers; Cone penetration testing; Pressure meter testing, Dilatometer testing; Correlations with and engineering parameters of soils; Field instrumentation CE6300 Advanced Foundation Engineering Limit state design and working stress design; ultimate limit state; Tolerable foundation movement; Limit bearing capacity; Bearing capacity of footings resting on saturated clay and sand; Bearing capacity failure modes- general shear, local shear and punching shear; Foundations subjected to eccentric loading; Pile foundations: types & their installation; axial pile capacity (from fundamental soil variables, CPT and SPT results); Axial deformation of piles; laterally loaded piles; vertically loaded pile groups; piled rafts; Laterally loaded pile groups CE6323 Experimental Soil Mechanics Fundamentals of experimental studies of soil behavior, soil properties and their laboratory test methods which include consolidation, direct shear, static triaxial, cyclic triaxial, resonant column, bender elements and other advanced geotechnical laboratory tests; Instrumentation and measurement techniques CE6340 Ground Modification Techniques Introduction-Mechanical modifications, compaction methods, stone columns, blasting- Hydraulic methods, sand drains, wick drains; Chemical methods, shallow and deep soil mixing, lime/cement stabilization; Thermal modifications, freezing, thawing, Vitrification; Reinforcement methods; Geosynthetic reinforcement. CE6360 Geotechnical Earthquake Engineering Introduction-seismology and earthquakes; Strong ground motion; Seismic hazard analysis; Dynamic soil properties; Ground response analysis; Liquefaction of soils. CE6390 Pavement Geotechnics Introduction-cyclic response of soils, resilient and plastic behavior of soils and aggregates, Effects of traffic loads, natural forces, and material quality; Current design practices; Principles and theoretical concepts of rigid and flexible pavements for highways and airfields; Utilization of recycled materials for sustainable pavements; Life cycle cost analysis. CE6500 Engineering Hydrology and Hydrologic systems Governing equations for Hydrologic processes; Occurrence, distribution, measurement, analysis, and interpretation of various components of hydrologic system (includes precipitation, abstractions from precipitation, run-off, stream flow, groundwater); Hydrologic analysis (including distributed and lumped systems); Hydrologic statistics; Analysis of extreme events. 92 IIT Hyderabad CE6510 Wastewater Engineering Introduction – chemical and biological concepts, reactions, material balance, flow models and reactors, wastewater characteristics. Screening and shredding, grit removal, flow equalization, coagulation, flocculation, sedimentation. Aerobic suspended growth processes, aerobic attached growth processes, anaerobic processes. Advanced wastewater treatment, disinfection processes, effluent reuse/disposal, sludge processing and land application of biosolids. CE6511 Soft Computing Lab (Environmental & Water Resources) Hydrologic simulation using ArcSWAT (watershed modeling and pesticide modeling), Groundwater simulation using GMS (flow and transport modeling), Hydro-geologic simulation using HGA (analysis of bore hole and pumping information), EPANET(Design of water distribution networks), Strom CAD, Sewer CAD, HEC-HMS, HEC-RAS, Stream quality modeling using QUAL2Kw CE6520 Air Pollution Introduction, Atmosphere and its characteristics, sources and effects of air pollution, meteorological aspects of air pollutant dispersion, air pollution sampling and measurement, air pollution control methods and equipment, control of particulate and gaseous pollutants, atmospheric chemistry – stratospheric chemistry, chemistry of ground-level air pollution, indoor air pollution. CE6530 Groundwater Modeling Governing equations for groundwater flow; Boundary conditions; Estimation of source and sink components; Model execution and calibration process; Special needs for transient simulations; Introduction to particle tracking of groundwater flow; Groundwater recharge estimation: techniques CE6540 Contaminant Hydrology and Remediation Introduction, types of contaminants, point and nonpoint sources, and basics of contaminant transport phenomena in natural systems such as diffusion, dispersion, advection, adsorption, sources and sinks. Governing equations for flow and transport in surface and subsurface waters, physical, chemical and biological process models, simplified models for lakes, streams, and estuaries. Numerical models: FDM and Finite volume techniques, explicit vs. implicit methods, numerical errors, and stability. Introduction to remediation technologies, principles of remediation, site characterization, soil vapor extraction, Soil Flushing, Stabilization/ Solidification, electrokinetic remediation, thermal desorption, vitrification, bioremediation, Phytoremediation, pump and treat system, Solvent Vapor Extraction, Air, , Funnel and Gate Systems, permeable treatment walls, natural attenuation, remedy selection and risk assessment. CE6550 Environmental Chemistry & Microbiology Chemistry of natural waters – redox chemistry, acid-base chemistry, water quality parameters, pollution and purification of water, emerging contaminants. Atmospheric chemistry – stratospheric chemistry, chemistry of ground level air pollution. Soil Courses of Study 93 chemistry – solution-solid phase equilibrium, sorption, ion-exchange processes; acidity, salinity, and sodicity of soil. Instrumental techniques in environmental chemical analysis. Basics of microbiology, stoichiometry and bacterial energetic, microbial kinetics, wastewater and water treatment microbiology. CE6560 Physico-chemical Process Water and Wastewater quality, Water purification in natural systems, process dynamics, reactions and energetics, kinetics and reaction rates and catalysis, surface and colloidal chemistry. acid-base equilibria, solubility, oxidation reduction. coagulation and flocculation, sedimentation, filtration ion exchange and adsorption, water stabilisation, disinfection, aeration and gas transfer. Membrane process: Reverse osmosis, ultrafiltration, electrodialysis, desalination. CE6570 Environmental Impact Assessment Principles of EIA, baseline studies, methodologies in EIA, uncertainties in EIA, impact identification, public participation in EIA, prediction and assessment of impact on environment, monitoring and auditing of impacts, reviewing EIA, case studies. CE6580 Solid & Hazardous Waste Management Introduction – Integrated solid waste management, municipal solid waste characteristics and quantities, refuse collection system, refuse processing, material separation, energy recovery, biochemical processes. Landfill – planning, design, and operation. Special wastes – batteries, computer, and other electronic wastes. Principles of hazardous waste management, identification of hazardous waste, policy and regulatory requirement, treatment and disposal, hazardous waste site clean-up technologies. CE6590 Industrial Waste Management Types of industries and industrial waste characteristics; management strategies for pollution prevention and waste minimization; wastewater treatability assessment; treatment of industrial wastewater – equalization, neutralization, solids separation and handling, removal of FOG, removal of organic and inorganic constituents; process instrumentation and control; hazardous waste management; removal of industrial air contaminants. CE6610 Remote Sensing & GIS applications to Civil Engineering Principles of remote sensing; Introduction to LiDAR technology; Integration of remote sensing and GIS; Spatial, statistical, and raster analysis in GIS; Urban land use/cover classification and characterization; Surface runoff modeling and analysis; Quality assessment and monitoring; GIS solutions to urban transportation sector; GIS framework to disaster management CE6620 Water Resources Systems Planning and Management Systems concept in water resources; Optimization systems; Constrained optimization principles; Applications of linear and dynamic programming principles to water resource management; Introduction to multi objective optimization using Fuzzy, ANN, 94 IIT Hyderabad and Genetic algorithm approaches; Economic considerations for water resources planning CE6630 Open Channel Hydraulics Energy and momentum principles; Energy-depth relations; Analysis of uniform and varied flows; Sediment transport through open channels; Design principles of hydraulic structures; hydrologic routing principles; Spatially varied flows; Introduction to un- steady open channel hydraulics; Numerical solutions to un-steady flow equations CE6640 Irrigation and Watershed Management Soil-water-crop relations; Hydraulics of open channels; Management of canal irrigation; Design principles of canal regulating structures and cross-drainage works; Watershed inventory; Estimation of watershed model parameters; Principles of watershed modeling; Cost, legal, and administrative concerns of water resources management of a region CE6650 Hydrogeology Occurrence and movement of groundwater; Principles of groundwater flow; Well hydraulics; Design of wells; Water chemistry; Groundwater contamination – principles; Surface geophysical exploration – methods, analysis, interpretation; Geophysical well logging; Hydro-geologic site evaluation; Develop pre-processing tools to groundwater models 11.7. Department of Computer Science & Engineering CS1010 Discrete Mathematics for Computer Science Basic proof techniques: Proof by Induction, Proof by Contradiction, Proof by Construction and Proof by Contrapositive. Introduction to Graph Theory, Group Theory and Number Theory. Introduction to Logic CS2010 Data Structures and Algorithms Abstract data types, Big-Oh notation, Time and Space complexity, Basic data types – Stacks, Queues, Trees; Dictionaries – Binary search trees, Balanced search trees, Hash tables; Heaps, Priority queues, CS2011 Data Structures and Programming Lab Programming assignments related to the Data Structures course. CS2020 Design and Analysis of Algorithms Algorithmic Design Paradigms such as Greedy algorithms, Dynamic programming, Divide and Conquer; Sorting, Lower bounds, Graph algorithms- DFS, BFS, Topological sorting, Spanning trees, Shortest paths, Matching. Courses of Study 95 CS2030 Theory of Computation Alphabets, languages, Decision Problems and languages - Automata Theory, Models of finite automata: Deterministic, 2-way Deterministic, Nondeterministic, Equivalence proofs, Regular Expressions, Properties of Regular languages: Pumping lemma and closure properties - Myhill Nerode theorem, State Minimization, Applications of regular expressions and finite automata - Push Down Automata and Context Free Grammars, Properties of Context Free Languages: Pumping lemma and closure properties, Applications of context free grammars and languages. Turing Machines: Variants, Nondeterministic Turing machines, Universal Turing Machine. Undecidability: Diagonalization, Recursive, Recursively Enumerable and Non Recursively Enumerable Languages - Reductions, Introduction to the theory of NP-completeness. CS2040 Principles of Programming Languages Program development process. Issues in program design, structured programming, data and control abstractions. Ideas behind imperative, functional and logic programming paradigms such as typing, expressions, pure functions, recursion, higher order functions, encapsulation, inheritance, goal satisfaction, backtracking, unification. Some of the ideas behind the implementation of the paradigms. CS2051 Computer Organization and Microprocessor Lab Experiments are conducted on 3 different platforms (1) Basic exposure to microprocessors using 8085 kits and interfacing units (2) Advanced controller programming using ARM boards and interfacing units (3) Digital design using SPARTAN-3E FPGA boards CS3010 Introduction to Database Systems Purpose and evolution of database management systems, relational model of data and relational algebra, SQL, integrity constraints, authorization, database design and normal forms, database applications, storage structures and indexing, query processing, transactions, lock based concurrency control. CS3011 Database Systems Lab The lab will comprise of several assignments related to database design, SQL, database application development and database system internals. The assignment on database system internals will involve extensive programming to implement parts of database system. CS3020 Language Translators Lexical analysis and parsing. Top-down and bottom-up parsing algorithms. Automatic generation of parsers. Error recovery : Error detection and recovery. Static semantic analysis: Syntax directed translation schemes, type analysis, scope analysis and intermediate code generation. Runtime memory management : Stack based memory allocation schemes, activation records. Code generation: Machine model, order of evaluation, register allocation and code selection. Code optimization: Selected optimizations like common sub-expression removal, loop invariant code motion, strength reduction etc. 96 IIT Hyderabad CS3021 Language Translators Lab The lab will involve programming assignments related to the implementation of language translators. CS3030 Operating Systems Responsibilities of OS, processes, scheduling, inter-process communication, threads, synchronization, deadlocks, memory management, virtual memory, file systems and I/O subsystem. CS3031 Operating Systems Lab This will be a programming intensive lab comprising of several assignments related to operating system features and their implementation. CS3040 Computer Networks Basics of Computer Networking, TCP/IP protocol stack, Application layer (WWW, Email, DNS), Transport layer, Network layer, Routing in Internet, Data link layer, Local Area Networks (Ethernet, Wi-Fi), Network Security CS3041 Computer Networks Lab Client-Server Design using Socket programming in C/C++, Design of Web Proxy with Caching/Filtering features, Sliding Window protocol implementation, Wireshark assignments on DNS, HTTP, DHCP, SMTP, TCP, UDP, IP, Ethernet, Wi-Fi, ARP, etc. CS4010 Software Engineering Models for software development process. Design concepts and principles – Abstraction, Refinement, Modularity, Cohesion and Coupling. Refactoring of designs. Object Oriented approach to software design - Concepts - Design issues - Modeling techniques Design process - Design patterns. Software Configuration Management. Project planning – effort estimation techniques. Software quality assurance. CS4011 Software Engineering Lab System Requirement Specification (SRS), analysis and design documents as per standards. Object-oriented design and UML. Case studies of real-world applications. SCM tools like CVS or SVN. At the end of the semester, there should be a presentation of the project with demonstration. CS5010 Neural Networks Introduction to ANNs: Biological neural networks, Pattern recognition tasks, Computational models of neurons, Structures of neural networks, Learning principles; Feed forward neural networks: Perceptron, Multilayer feed forward neural networks (MLFFNNs), Error back propagation learning, Autoassociative neural networks, Other types of MLFFNNs; Radial basis function networks: Regularization theory, RBF networks for function approximation, RBF networks for pattern classification; Support vector machines; Self –organizing maps: Pattern clustering Kohonen’s self-organizing map; Feed back neural networks: Pattern storage and retrieval, Hopfield model, Recurrent neural networks. Courses of Study 97 CS5020 Pattern Recognition Basics of pattern recognition; Bayesian decision theory: Classifiers, Discriminant functions, Decision surfaces, Normal density and discriminant functions, Discrete features; Parameter estimation methods: Maximum-Likelihood estimation, Gaussian mixture models, Expectation-maximization method, Bayesian estimation; Hidden Markov models for sequential pattern classification; Dimension reduction methods: Fisher discriminant analysis, Principal component analysis; Non-parametric techniques for density estimation; Linear discriminant function based classifiers: Perceptron Support vector machines; Non-metric methods for pattern classification; Unsupervised learning and clustering: Algorithms for clustering: K-means, Hierarchical and other methods CS5030 Topics in Theoretical Computer Science This course will be primarily based on published papers in various areas of theoretical computer science. The objective is to discuss in depth some of the key results in theoretical computer science. CS5040 Linear Optimization Linear Algebra: Solving Ax=b using Gaussian elimination, Linear algebra basics, Rank of a matrix, Column space and Null space, Linear and affine spaces - Geometry of Linear Programs: Convex sets, Hyperplane, Convex polytopes, Maximization over a convex set Linear Programming: Extreme points, Convex hull of extreme points, Simplex algorithm, Handling degeneracy - Duality: Duality theory, Complementary Slackness, Bounding the Primal Solution from Below - Approximation algorithms: LP Relaxation and rounding, Primal Dual method CS5050 Advanced Topics in Data Management Parallel and distributed database systems. Advanced query processing & optimization – Volcano optimizer, decorrelation techniques, holistic optimization of database applications. Adaptive query processing. Streaming databases. Data warehousing and OLAP. Spatial databases and indexing of spatial data. XML. CS5060 Advanced Computer Networks Basics of Computer Networking, TCP/IP protocol stack, Local Area Networks (Ethernet, Wi-Fi), Network Management, Network Security, Multimedia Transport, Next generation Internet architectures, Green Communication Networks, and Data Center Networking. Performance studies using QualNet simulator and lab assignments using Seattle GENI testbed. CS5070 Networked Wireless Systems Fundamentals of Wireless Communication, Wireless LANs, Cellular Systems, Mobile Ad hoc Networks, Routing in Mobile environments, Medium Access Control (MAC), Capacity of Wireless networks, Cross-layer design, Cognitive Networking, and Project demos/presentations. 98 IIT Hyderabad CS5080 Algorithms for VLSI Physical Design Automation Data Structures and Basic Algorithms, Partitioning Algorithms, Floor Planning Algorithms, Routing Algorithms CS5090 Embedded Systems The concept of embedded systems. Hardware and Software components of Embedded Systems, Microprocessors, Microcontrollers, FPGAs, Selected case studies, Hardware Description Languages (VHDL/Verilog), Analog Components, Sensors ADC/DACs, Embedded C Programming,Concepts of Realtime Operating Systems, Realtime/active operations Technological aspects of embedded systems: interfacing between analog and digital blocks, signal conditioning, digital signal processing, sub-system interfacing, serial and parallel interfaces and standards, interfacing with external systems, user interfacing. Design trade offs due to process compatibility, thermal considerations, etc. Embedded System design using FPGAs, case studies. CS5100 Quantum Computing Preliminaries: Review of required concepts in linear algebra, postulates of quantum mechanics, nondistinguishability of non-orthogonal states, no cloning theorem - Models of Quantum Computation: Quantum Turing Machines, Quantum Circuits. - Hidden Subgroup Problem: Deutsch, Deutsch Jozsa and Simon's problems, Shor's algorithm for integer factoring/discrete logarithm, Hidden Subgroup Problem for Abelian groups, Non-abelian group with emphasis on Symmetric group. - Grover's quantum algorithm for unordered search. - Introduction to Quantum Cryptography, BB84 key exchange protocol - Topics like quantum lower bounds, quantum random walks, quantum communication. CS5110 Computational Complexity Review of Undecidability, Diagonalization, Time and Space Hierarchy theorems, Oracles, Relativization, Limits of Diagonalization--Baker Gill Solovay theorem. Review of NP-completeness, Different types of Reductions. Space Complexity, Configuration Graphs, Savitch's theorem, Immerman Szlepcsenyi theorem. Polynomial Hierarchy and Alternation. Randomized Computation. Introduction to Circuit Complexity. Introduction to Interactive Proof Systems. Counting Classes: The class #P, Permanent is #P- complete, Toda's theorem CS5120 Probability in Computing Review of probability theory: random variables, some important random variables, expectation, linearity of expectation, conditional probability and expectation Introduction to and motivation for randomized algorithms, Randomized min-cut and quick sort algorithms and their analysis, models of randomized computation and randomized complexity classes. Tools: Moments and deviations, Markov and Chebyshev Inequalities, Applications; Tail Inequalities, Chernoff bound, Applications. Balls and Bins, Hashing. Markov chains and random walks, applications. Game theoretic techniques for lower bounds. Topics (e.g. Applications in Number Theoretic problems and Cryptography) Courses of Study 99 CS6010 Advanced Data Structures and Algorithms Review of basic concepts; Dictionaries – Binary search trees, Probabilistic analysis of BST, Balanced search trees, Skip lists; Universal hash family, Hash tables; Heaps, Priority queues, Algorithmic Design Paradigms- Greedy algorithms, Dynamic programming, Divide and conquor; Sorting, Randomized algorithms, Average case analysis, Lower bounds, Amortized Analysis, Graph algorithms- DFS, BFS, Topological sorting, Spanning trees, Shortest paths, Bipartite matching, Introduction to advanced algorithms – Online and Approximation algorithms. CS6011 Advanced Data Structures and Algorithms Lab Programming assignments related to ADSA course. CS6030 Database System Internals Background – relational algebra, SQL, recursive queries, procedural extensions. Database system components. Storage structures – disk structure, RAID levels, variable length record storage. Index structures – ordered, bitmap, hashed. Query processing – plan cost, algorithms for operators. Query Optimization – equivalence rules, cost-based optimization. Transactions. Concurrency control and Recovery. 11.8. Department of Electrical Engineering EE2010 Electrical and Magnetic Circuits Introduction to basic circuit elements: Dependent voltage source, independent voltage source, dependent current source, independent current source, resistors, inductors, capacitors, mutually coupled coils. DC circuit analysis: Kirchoff’s voltage law, Kirchoff’s current law, mesh analysis, nodal analysis. Introduction to network theorems: Superposition theorem, Thevenin’s theorem. Norton’s theorem, Reciprocity theorem, Maximum Power Transfer theorem, Tellegen’s theorem, Millman’s theorem, Compensation theorem. Transient analysis of R-L-C circuits: Differential equation, initial condition, time constant, overdamped response, underdamped response, critically damped response, concept of state variables, duality. Introduction to basic OP-AMP circuits: Inverting amplifier, non-inverting amplifier, adder, differentiator, integrator, analog computer. Steady state AC circuit analysis: Phasor representation, impedance, admittance, reactance, active power, reactive power, power factor, maximum power transfer theorem for AC circuits. Three phase AC circuit analysis: Star connection, Delta connection, Star-Delta conversion, power in three phase circuits, balanced three phase circuit, unbalanced three phase circuit, symmetrical components, power measurement in balanced three phase circuits. Frequency response: Quality factor, series resonance, parallel resonance, Bode plot, frequency scaling, magnitude scaling. Two port network: Port condition, different representations of a two-port network, T-equivalent, pi- equivalent, series connection, parallel connection, cascade connection. Magnetic circuits: Magneto-motive force, reluctance, permanent-magnet magnetic circuit, B-H curve, hysterisis loop, eddy current loss. 100 IIT Hyderabad EE2011 Basic Electrical Engineering Lab Experiments on understanding of measurement instruments, RC and LC networks and their applications, Semiconductor devices and their applications, Operational Amplifiers and its applications, Project EE2020 Microprocessors and Computer Organization Introduction to computers, Computer generations, number representation, fixed point arithmetic, ALU organization, floating point arithmetic, FPU, Decimal (BCD) arithmetic, Instruction formats and addressing modes, Hardwired and Micro-programmed control units, Memories and memory interfacing, System busses, Peripheral interfaces, I/O modes: Programmed, Interrupt, DMA, I/O processor, Basic CPU design,, Advances in computer architecture, super scalar processors, Virtual memory concept, Multiprogramming and multi tasking, RISC vs CISC EE2021 Microprocessor Lab Experiments are conducted on 3 different platforms: [1] Basic exposure to microprocessors using 8085 kits and interfacing units [2] Advanced controller programming using ARM boards and interfacing units [3] Digital design using SPARTAN- 3E FPGA boards EE2030 Digital System Number systems and codes, Representation of tin and signed integers, Fixed-point representation of real numbers, Floating point representation of real numbers, Representation of character data, Representation of signals, Laws of Boolean algebra, Theorems of Boolean algebra, switching functions, Methods for specification of switching functions - Truth table and Algebraic forms, Realization of functions using logic gates, Electronic logic gates, Positive and negative logic, families -TTL, ECL and CMOS, Realization of logic gates, Simplification of Boolean Expressions and Functions, Algebraic methods, Canonical forms of Boolean functions, Minimization of functions using Karnaugh maps, minimization of functions using Quine-McClusky method, Gate level design of Small Scale Integration (SSI) circuits, Modular combinational logic elements-Decoders, Encoders, Priority encoders, Multiplexers and Demultiplexers, Integer adders -Ripple carry adder and Carry look ahead adder, Integer subtractors using adders, Unsigned integer multipliers- Combinational array circuits, Signed integer multipliers Booth's coding, Bit-pair recoding, Carry save addition and Wallace tree multiplier, Signed integer division circuits - Combinational array circuits, Complexity and propagation delay analysis of circuits, Programmable Read Only Memories (PROMs), Programmable Logic Arrays (PLAs), Programmable Array Logic (PAL) devices, Design of multiple output circuits using PLDs, Latches -RS latch and JK latch, Flip-flops- RS, JK, T and D flip flops, Master-slave flip flops, Edge-triggered flip-flops, Models of sequential circuits - Moore machine and Mealy machine, Flip-flops - Characteristic table, Characteristic equation and Excitation table, Analysis of sequential circuits- Flip- flop input expressions, Next state equations, Next state maps, State table and State transition diagram, Design of sequential circuits - State transition diagram, State table, Next state maps, Output maps, Expressions for flip-flop inputs and Expressions for circuit outputs, Modular sequential logic circuits- Shift registers, Registers, Counters Courses of Study 101 and Random access memories, Design using programmable logic sequencers (PLSs), Serial adder for integers, Unsigned integer multiplier, Unsigned integer division circuits, Signed integer division, Floating-pint adder / subtractor - Design of control circuit, Floating - point multiplier, Moore and Mealy state graphs for sequence detection, Methods for reduction of state tables, Methods for state assignment, Field- Programmable Logic Arrays (FPLAs) and Logic Cell Arrays (LCAs) EE2031 Digital Systems Lab Experiments to build digital systems using discrete components in the lab, Programming exercises using VHDL EE2040 Electromechanical Energy Conversion Transformer: Ideal transformer, losses, equivalent circuit, open circuit test, short circuit test, polarity test, per unit system, efficiency, voltage regulation, construction, transients, poly-phase transformer. D.C. Machine: Armature windings, principle of operation, methods of excitation, equivalent circuit, generator characteristics, motor characteristics. Three Phase Synchronous Machine: Armature winding, MMF distribution, rotating MMF, equivalent circuit, open circuit test, short circuit test, operation on an infinite bus, synchronous condenser. Three Phase Induction Machine: Principle of operation, equivalent circuit, torque-slip characteristic, no-load test, blocked rotor test. Fractional Horsepower Electric Machines: Linear induction motor, stepping motor, single phase induction motor. EE2041 Machines Lab Transformer: Open circuit and short-circuit tests of single phase transformer, Sumpner’s back-to-back test. DC Machine: Speed control of DC shunt motor by means of armature and field resistance control, determination of critical speed and critical field resistance for a DC shunt generator. Induction Motor: No-load test, blocked rotor test, separation of windage and friction loss, V-f control. Synchronous Generator: Open circuit characteristic, short-circuit characteristic, short-circuit ratio, V-curve, synchronization to infinite bus. EE2050 Solid State Devices Valence band and Energy band models of intrinsic and extrinsic semiconductors, Thermal equilibrium carrier concentration, Carrier transport by drift, resistivity, Excess carriers, lifetime, carrier transport by diffusion, Continuity equation, Quantitative theory of PN junctions : Steady state I-V characteristics under forward bias, reverse bias and illumination, Dynamic behavior under small and large signals, Qualitative theory of breakdown mechanisms. Quantitative theory of bipolar junction transistors having uniformly doped regions. Static characteristics in active and saturation regions. Emitter efficiency, transport factor, transit time, (and their calculation as functions of frequency. Charge control description. Theory of Field Effect Transistors : Static characteristics of JFETs. Analysis of MOS structure. Calculation of threshold voltage. Static I-V characteristics of MOSFETs. 102 IIT Hyderabad EE2060 Networks and Systems Types of systems, Basic system properties, LTI systems, Convolution, Properties of LTI systems, Fourier series, Fourier transform, Laplace transform and its applications, Classical differential equations, Initial conditions, Network functions, Network theorems, Discrete-time systems, z-transforms, State Variable analysis. EE2070 Analog Circuits Introduction to Analog Circuits and Application, Basic Amplifiers: Bias, Small Signal Model, Gain Calculation, Design Example for Specified Gain and Swing, Frequency response of Amplifiers:– Simple RC Circuits Amplifier Low-Frequency Response, Low- Frequency and High-Frequency Model and Response, Power Supply and Sources: Rectifier, Regulator, Current sources, Voltage sources , Operation Amplifiers : Push- Pull Amplifiers, Differential Amplifiers , Operational amplifiers, Application of Analog Circuits: Clipper, Clamper, Oscillator, A/D converter EE2071 Analog Circuits Lab Experiments on DC characteristics of BJT and parameter extraction, RC coupled amplifier and their applications, I/O Buffer Design, Differential amplifier and their applications, Oscillators, A/D and D/A converter, Application specific circuit design using OPAMP, Understanding of software tool ORCAD and its application for board level circuit design, Project EE3110 Digital Circuits Introduction to Digital Circuits, Bipolar Logic Families Switching Characteristics, CMOS Inverters Analysis and Design, Switching Properties of MOSFET, CMOS Static logic gates, CMOS Combinational and Sequential logic Circuits, Transmission gate logic circuits, CMOS Dynamic logic Families, Semiconductor Memories, A/D & D/A converter, Application of Digital Circuits, Noise in Digital Systems EE3111 VLSI Lab Experiments on understanding basic VLSI concepts EE3210 Power Electronics This is a basic course on Power Electronics, which will include the basic concepts of power electronic switches, Drive circuits, AC to DC rectifiers (single phase/three phase), analysis and performance with passive load, Basics of DC-DC converters, DC/AC inverters (single phase and three phases) and PWM Control techniques. EE3220 Control Engineering Introduction: Open-loop and closed-loop systems, servomechanisms and regulator systems; Transfer function; Block diagram reduction; Signal flow graphs. Mathematical models of Physical Systems: Mechanical translational and rotational systems, gear trains; D.C. generator and motor; Transportation Lag Systems. Components of feedback control systems: Potentiometers as error sensing devices, synchros, a.c. servo motor; tachometers. Courses of Study 103 Stability: Concept of stability, necessary and sufficient conditions of stability; Closed- loop systems, merits and demerits; Routh Hurwitz Criterion. Transient Response: Typical inputs, convolution integral; Time domain specifications, steady state errors. Frequency Response: Definition, equivalence between transient response and frequency response; Bode plots. Nyquist stability criterion: Development of the criterion; Gain and phase margins; M circles and Nichol's chart. Root Locus method: Rules for sketching of root loci; Root contours. State space representation of control systems. Synthesis: Lag and lead network; Proportional, derivative and Integral controllers. EE3221 Control Lab Experiments on understanding basic control concepts, designing of compensators, P/PI/PID controllers, project. EE3230 Power System Practice Architecture of a power system: Components, network organization, breaker arrangement, voltage levels. Line parameter calculation: Calculation of series inductance and shunt capacitance, matrix representation of a line section, sequence transformation, transposition. Performance analysis of an AC transmission line: Representation of short, medium-length and long transmission lines, wave propagation, surge impedance, Ferranti effect. Load flow analysis: Numerical techniques for solving algebraic equations, matrix representation of the power system, load flow equations, application of Gauss-Seidel method for solving load flow equations, application of Newton-Raphson method for solving load flow equations, fast decoupled solution for load flow equations. Short circuit analysis: System representation for short circuit analysis, balanced short circuit analysis, sequence modeling of transformers, unbalanced short circuit analysis. Stability analysis: Basic concept of stability, numerical techniques for solving differential equations, swing equation, equal-area criterion, critical clearing time. Economic load dispatch: Introduction to constrained optimization, optimal scheduling of generators, network loss modeling. Introduction to the protection system: Components of the protection system, different kinds of protection, functional characteristics of a protective relay, distance protection, power swing, arc interruption in circuit breakers. EE3300 Digital Signal Processing Review of LTI systems and their properties, Convolution sum, Sampling of continuous- time signals, Discrete-time Fourier transform (DTFT) and its properties, Sampling in frequency domain, Discrete Fourier transform (DFT) and its properties, Z-transform and its inverse, region of convergence, pole-zero locations and frequency response, stability analysis, implementation of discrete-time systems, design of FIR filters and IIR filters, linear phase filters, group delay, response of first and second order filters, Computational issues in DFT, FFT algorithm, Applications of DSP. 104 IIT Hyderabad EE3310 Probability and Random Processes Introduction to Probability; Definitions, scope and history; limitation of classical and relative-frequency-based definitions, Sets, fields, sample space and events; axiomatic definition of probability , Combinatorics: Probability on finite sample spaces, Joint and conditional probabilities, independence, total probability; Bayes’ rule and applications, Random variables, Definition of random variables, continuous and discrete random variables, cumulative distribution function (cdf) for discrete and continuous random variables; probability mass function (pmf); probability density functions (pdf) and properties, Jointly distributed random variables, conditional and joint density and distribution functions, independence; Bayes’ rule for continuous and mixed random variables, Function of random a variable, pdf of the function of a random variable; Function of two random variables; Sum of two independent random variables, Expectation: mean, variance and moments of a random variable, Joint moments, conditional expectation; covariance and correlation; independent, uncorrelated and orthogonal random variables, Random vector: mean vector, covariance matrix and properties, Some special distributions: Uniform, Gaussian and Rayleigh distributions; Binomial, and Poisson distributions; Multivariate Gaussian distribution, Vector-space representation of random variables, linear independence, inner product, Schwarz Inequality, Elements of estimation theory: linear minimum mean-square error and orthogonality principle in estimation, Moment-generating and characteristic functions and their applications, Bounds and approximations: Chebysev inequality and Chernoff Bound, Sequence of random variables and convergence, Almost sure (a.s.) convergence and strong law of large numbers; convergence in mean square sense with examples from parameter estimation; convergence in probability with examples; convergence in distribution, Central limit theorem and its significance, Random process: realizations, sample paths, discrete and continuous time processes, examples, Probabilistic structure of a random process; mean, autocorrelation and autocovariance functions, Stationarity: strict-sense stationary (SSS) and wide-sense stationary (WSS) processes, Autocorrelation function of a real WSS process and its properties, cross- correlation function, Ergodicity and its importance, Spectral representation of a real WSS process: power spectral density, properties of power spectral density ; cross- power spectral density and properties; auto-correlation function and power spectral density of a WSS random sequence, Linear time-invariant system with a WSS process as an input: sationarity of the output, auto-correlation and power-spectral density of the output; examples with white-noise as input; linear shift-invariant discrete-time system with a WSS sequence as input, Spectral factorization theorem, Examples of random processes: white noise process and white noise sequence; Gaussian process; Poisson process, Markov Process EE3320 Communication Systems Analog Modulation Schemes; Amplitude Modulation: DSB-AM, DSBSC, SSB, VSB,QAM, PM & FM, Noise Analysis. Basebad Digital Transmission:PAM, PWM, PPM,PCM,DM. Digital Transmission: BPSK, QPSK, QAM, BER Analysis, Performance in Rayleigh, Rician and Nakagami Fading. Courses of Study 105 EE3321 Communications & DSP Lab Computer Simulations for all Analog and Digital Modulation Techniques, Design & Implementation of AM transceiver and FM transmitter, Design & Implementation of a BPSK modem on DSPs and basic DSP experiments like frequency analysis, A/D and D/A, speech acquisition and coding. EE3350 Electromagnetic Fields Introduction, Vector algebra and field concepts; sinusoidally time-varying fields and polarization; electric and magnetic fields, Maxwell’ equations in integral form in free space, Maxwell’ equations in differential form in free space, Uniform plane waves in free space, Materials and uniform plane waves, Static & quasistatic fields, Transmission line analysis in time-domain EE5160 Embedded Systems ARM Processors: Brief history of ARM, ARM Architecture, Addressing modes, Instruction sets, Arm Thumb and instruction sets, Memory concepts, System Control Coprocessor, Introduction to Vector Floating Point Architecture Microcontrollers: Introduction to microcontrollers, 8051 architecture, Addressing modes and instruction set, Interrupts and serial communications, Programming Tools, Applications using microcontrollers Digital Design: Introduction, Digitial design using Field Programmable Gate Arrays (FPGAs) EE5200 Steady-state Power System Analysis Steady- state Modeling of the Power Network: Understanding the basic architecture of a transmission network, three-phase modeling of the different elements of a transmission network, formation of three-phase impedance and admittance matrices, review of the theory of sequence transformation, equivalent single-phase representation of the transmission network. Performance Analysis of an AC Transmission Line: Voltage and current profiles over a transmission line, loadability, shunt compensation, series compensation. Power System Load Flow Analysis: Numerical methods for solving non-linear algebraic equations, reference concepts in the context of power flow analysis, load modeling, lumped slack power flow analysis, distributed slack power flow analysis, linearized representation of system’s loss characteristics, DC power flow analysis, loss-compensated DC power flow analysis and the concept of power flow accuracy, three-phase load flow analysis, introduction to the optimal power flow analysis. Unit Commitment: Principle of unit commitment, constraining factors of unit commitment, a brief overview of different methods for solving unit commitment problem. Power System Short Circuit Analysis: Thevenin’s equivalent of the power network, balanced short circuit analysis, unbalanced short circuit analysis. Power System State Estimation: Review of basic statistics, philosophy of state estimation, least square based method for power system state estimation, constrained state estimation, bad data detection, introduction to network observability analysis, introduction to network topology processor. Modeling and Analysis of Distribution Network: Understanding the basic architecture of a distribution network, 106 IIT Hyderabad modeling of the different components of a distribution network, distribution system power flow analysis, distribution system fault analysis. EE5201 Power Systems Lab Linear System Solver: MATLAB codes for Shipley’s method, Bramellar’s method, LU decomposition, Cholesky decomposition, LDU decomposition and Gauss’s method. Sparsity Analysis: MATLAB code for optimal ordering, MATLAB code for the LU- decomposition of a sparse matrix. Load Flow Analysis: MATLAB codes for load flow analysis and sensitivity calculation, introduction to PSS/e and MiPower software for performing load flow analysis. Optimization: Introduction to GAMS software, using MATGAMS interface for solving real-world optimization problem. Power System Dynamics: Introduction to MATLAB Simulink, PSCAD and PSS/e for simulating power system dynamics, a brief introduction to real-time digital simulator. EE5210 Power Converter Design Characteristics of power electronic switches, Drive circuits, AC to DC rectifiers (single phase/three phase), analysis and performance with passive loads, Basics of DC-DC converters, Basic principles of cycloconverter (AC to AC Conversions) operation, DC/AC inverters (single phase and three phases) and PWM Control techniques. EE5220 Advanced Control System Introduction to Multivariable systems, Why Multivariable systems are important?, Interaction dynamics and its role on control system, design, Multivariable control - classical approaches, Structure, selection - variable pairing, tuning single loop controllers for MIMO, systems, Transmission zeros and transmission zero direction, Advanced control approach, State space representation, Conversion from SS to/from TF, Controllability, Observability, State transfer problem, solution to state transfer problem, pole placement controller design, Design of observer, Kalman filter design, Model (observer) based predictive controllers, LQR/LQG, various MPC schemes. EE 5211 Power Electronics and Machines Lab This lab is mainly focused to give hands-on experience on power electronic switching devices and power electronics applications. This lab contains Experiments to obtain various characteristics of the power electronic devices and triggering techniques, Experiments on basic power electronics applications for power system (like on line transformer tap changing etc.), Basic experiments on speed control of ac machines (single phase and three phase) using power electronic devices (like v/f control for 3- phase induction motor etc.) EE5230 Power System Dynamics and Control A brief introduction to nonlinear dynamics, Numerical methods for solving differential equation, dynamic modeling of power system components, simulation of power system dynamics, power system stabilizer design, direct methods for transient stability assessment, sub-synchronous resonance, introduction to voltage stability, introduction to electro-magnetic transient simulation. Courses of Study 107 EE5240 Electrical Machine Analysis and Control Basic principles of electric machines, magnetically coupled circuits, machine windings and air-gap MMF, Winding inductances and voltage equations, DC machines - Theory of DC machines, voltage and torque equation (DC Machine) in machine variables and Block diagrams . Reference Frame theory – equations of transformation, commonly used reference frames, transformation between reference frames, transformation of a balanced set. Induction machine Voltage and torque equation in machine variables, arbitrary reference frame equivalent circuits, voltage and torque equations in arbitrary reference frame variables, dynamic performance of induction motor, Vector control of induction motor. Synchronous machine - Voltage and torque equations in machine variables, equivalent circuits of 3-phase synchronous machine in arbitrary reference frames. EE5300 Digital Signal Processing Review of LTI systems and their properties, Convolution sum, Sampling of continuous- time signals, Discrete-time Fourier transform (DTFT) and its properties, Sampling in frequency domain, Discrete Fourier transform (DFT) and its properties, Z-transform and its inverse, region of convergence, pole-zero locations and frequency response, stability analysis, implementation of discrete-time systems, design of FIR filters and IIR filters, linear phase filters, group delay, response of first and second order filters, Computational issues in DFT, FFT algorithm, Applications of DSP. EE5301 DSP Lab Basic DSP experiments like frequency analysis, A/D and D/A, speech acquisition and coding. EE5310 Probability and Random Processes Introduction to Probability; Definitions, scope and history; limitation of classical and relative-frequency-based definitions, Sets, fields, sample space and events; axiomatic definition of probability , Combinatorics: Probability on finite sample spaces, Joint and conditional probabilities, independence, total probability; Bayes’ rule and applications, Random variables, Definition of random variables, continuous and discrete random variables, cumulative distribution function (cdf) for discrete and continuous random variables; probability mass function (pmf); probability density functions (pdf) and properties, Jointly distributed random variables, conditional and joint density and distribution functions, independence; Bayes’ rule for continuous and mixed random variables, Function of random a variable, pdf of the function of a random variable; Function of two random variables; Sum of two independent random variables, Expectation: mean, variance and moments of a random variable, Joint moments, conditional expectation; covariance and correlation; independent, uncorrelated and orthogonal random variables, Random vector: mean vector, covariance matrix and properties, Some special distributions: Uniform, Gaussian and Rayleigh distributions; Binomial, and Poisson distributions; Multivariate Gaussian distribution, Vector-space representation of random variables, linear independence, inner product, Schwarz Inequality, Elements of estimation theory: linear minimum mean-square error and orthogonality principle in estimation, Moment-generating and characteristic functions 108 IIT Hyderabad and their applications, Bounds and approximations: Chebysev inequality and Chernoff Bound, Sequence of random variables and convergence, Almost sure (a.s.) convergence and strong law of large numbers; convergence in mean square sense with examples from parameter estimation; convergence in probability with examples; convergence in distribution, Central limit theorem and its significance, Random process: realizations, sample paths, discrete and continuous time processes, examples, Probabilistic structure of a random process; mean, autocorrelation and autocovariance functions, Stationarity: strict-sense stationary (SSS) and wide-sense stationary (WSS) processes, Autocorrelation function of a real WSS process and its properties, cross- correlation function, Ergodicity and its importance, Spectral representation of a real WSS process: power spectral density, properties of power spectral density ; cross- power spectral density and properties; auto-correlation function and power spectral density of a WSS random sequence, Linear time-invariant system with a WSS process as an input: sationarity of the output, auto-correlation and power-spectral density of the output; examples with white-noise as input; linear shift-invariant discrete-time system with a WSS sequence as input, Spectral factorization theorem, Examples of random processes: white noise process and white noise sequence; Gaussian process; Poisson process, Markov Process EE5320 Digital Communications Basebad Digital Transmission:PAM, PWM, PPM,PCM,DM. Digital Transmission: BPSK, QPSK, QAM, BER Analysis, Performance in Rayleigh, Rician and Nakagami Fading. EE5321 Communications Lab Computer Simulations for all Analog and Digital Modulation Techniques, Design & Implementation of AM transceiver and FM transmitter, Design & Implementation of a BPSK modem. EE5330 Information theory and coding Measures of information: Entropy, mutual information, differential entropy, Kullback Leibler distance, role of convexity, information inequalities, Source coding without loss: prefix codes, Kraft's inequality, Shannon, Huffman, arithmetic coding, Channel coding: Hamming codes, concept of Reed Solomon codes, convolution codes, turbo codes and LDPC codes, Method of types: universal source coding, Lempel-Ziv Coding, Lossy source coding: rate distortion theory via type-covering, Rate-distortion functions for the binary hamming and the Gaussian, mean-squared error problems, Channel coding: Shannon capacity via sphere-packing, Capacity of binary symmetric and Gaussian channels, Rate allocation in Gaussian source and channel coding: Reverse waterfilling and waterfilling, Application to signal compression and wireless communication. EE5350 Error Correcting Codes This course deals with the design, structure and decoding of Linear Block Codes, G Fields, Cyclic Codes, BCH, Convolution Codes, TCM, TURBO and LDPC codes. Courses of Study 109 EE5410 Semiconductor Devices & Modelling Lattice structure, Band diagram and transport phenomenon of Semiconductor, Physics of Schottky, homo- and hetero-junction junctions semiconductor, Compact modelling of P-N diode, BJT and HBT, MOS Capacitance, MOS transistors and its modelling, Introduction on SOI and SiGe, Layout and Parasitics EE5420 VLSI Technology Environment for VLSI Technology : Clean room and safety requirements, Single crystal growth (Technique), Crystal defects, Wafer cleaning processes and wet chemical etching techniques; Impurity incorporation : Solid State diffusion modelling and technology; Ion Implantation modelling, technology and damage annealing; characterisation of Impurity profiles; Oxidation : Kinetics of Silicon dioxide growth both for thick, thin and ultrathin films; Oxidation technologies in VLSI and ULSI; Characterisation of oxide films; High k and low k dielectrics for ULSI; Lithography : Photolithography, E-beam lithography and newer lithography techniques for VLSI/ULSI; Mask generation; Chemical Vapor Deposition techniques : CVD techniques for deposition of polysilicon, silicon dioxide, silicon nitride and metal films; Epitaxial growth of silicon; modelling and technology; Metal film deposition : Evaporation and sputtering techniques. Failure mechanisms in metal interconnects; Multi-level metallisation schemes; Plasma and Rapid Thermal Processing: PECVD, Plasma etching and RIE techniques; RTP techniques for annealing, growth and deposition of various films for use in ULSI; Process integration for NMOS, CMOS and Bipolar circuits; Advanced MOS technologies. EE5430 Analog IC Design Review of CMOS Process Device Modelling, CMOS Amplifier Basics, Current and Voltage Sources, CMOS Operational Amplifiers, Noise in MOS Circuits, Data Conversion Circuits, Switched Capacitor Techniques, Continuous Time Filters, Clock Generation for Mixed Signal System ICs EE5440 Digital IC design and Verification Basic of Digital Design: Introduction to digital system, Synchronous and asynchronous system design, Finite State Machine with case studies, ASIC Design: Introduction to RTL (HDL) coding, Test bench writing, Combinational and Sequential circuit using HDL with examples., Methodology for Digital Design: Synthesis, Timing analysis and verification, Introduction to Physical design, Computer Arithmetic for data path design: Fast adders, multipliers, dividers. CORDIC, Basic of DSP and Digital Communication systems architecture. EE 6010 Applied Algebra This is a basic subject on matrix theory and (linear) algebra. Topics to be covered include, groups, systems of equations, vector spaces, determinants, eigenvalues, similarity, and positive definite matrices, linear transformations, symmetry groups, bilinear forms, and linear groups. 110 IIT Hyderabad EE6210 Switched Mode Power Conversion Linear dc to dc Power Converters, Non-idealities in Reactive Elements, Design of Inductors, Design of Transformers, Operating Principle of Non-isolated dc to dc Power Converters (buck, boost, buck-boost, Cuk) Equivalent Circuit Model of the non-isolated dc-dc converters. State Space Averaged Model of dc-dc Converters. Isolated converters (Forward, Flyback, Half/Full Bridge Converters). Closed Loop Control of Switching Converters, Resonant converters, zero current switching (ZCS) and zero voltage switching (ZVS). EE6220 HVDC and FACTS Applications HVDC transmission: Principle of operation of HVDC transmission, components and structure of an HVDC link, transformer organization, basic control characteristics, ac-dc load flow analysis, multi-terminal HVDC transmission. FACTS devices: Operating principles and basic control characteristics of SVC, STATCOM, TCSC, UPFC and SPST. HVDC and FACTS applications: Control circuit design, small signal stability improvement, transient stability improvement, voltage stability improvement, power quality improvement. EE6230 Electrical Drives and Control Introduction, Electrical Machines, Power Converters, Controllers, Modeling of DC Machines, State space modeling, Electro-mechanical model Phase controlled DC motor drives: Steady state analysis of the three phase converter controlled dc motor drive, two-quadrant, three phase converter controlled Dc motor drive, field weakening, four- quardrant dc motor drive, converter selection and characteristics, simulation Chopper controlled dc motor drive Polyphase induction motor drives: steady state equivalent circuit, dynamic modeling and simulation, slip energy recovery scheme, speed control of inductor motor Vector-controlled induction motor drives: principles of vector control, direct vector control, indirect vector control scheme, tuning of vector controller. EE6300 Speech Signal Processing Speech signal production, acoustic phonetic characterization, classification of sounds based on place and manner of articulation, source-filter model of speech production, short-term spectral analysis of speech, linear prediction analysis, cepstral analysis, spectral distortion measures, vector quantization, Gaussian mixture modelling, dynamic time-warping, hidden Markov models, development of speaker and speech recognition systems, speech enhancement. EE6310 Image and video processing Review of linear algebra, 2D Fourier transform, 2D sampling and reconstruction, 2D DTFT, Human visual perception --- spatial properties: physics, biology, empirical understanding, and image fidelity criterion, Image scanning and display: half-toning, dithering, error diffusion; RGB and CMYK systems, Image enhancements --- Point operations: display calibration, dynamic range compression, histogram equalization, color mapping, (changing color coordinates, pseudo-color, false color), Edge enhancements, filtering, Image restoration: degradation modeling, Inverse filtering, Courses of Study 111 Wiener filtering, cleaning of additive and multiplicative noise, Image compression: lossless, Image compression: lossy --- predictive coding, transform coding, Karhunen Loeve transform, Discrete cosine transform, wavelet transform, quantization, subband coding, JPEG standards, Human visual perception --- temporal properties: spatio- temporal modulation transfer function, and fidelity criterion for video, Analog and digital television, video conferencing, Video restoration, Video compression: Motion estimation and compensation, MPEG standards EE6320 Wireless Sensor Networks Introduction to WSN, History and Applications Wireless Sensor Node Architecture- System level - Main components with detailed description, Microcontroller, Communication (RF) module, Sensors (depending on application) and signal conditioning, Memory, Power Supply, Battery Management, Energy Harvesting Wireless Sensor Network Architecture-Topology/Network Structure, Power Management, Physical, MAC, Routing, IEEE802.15.4 Standard and ZigBee, Synchronization, Localization, Data Aggregation and Data base management, Sensor Network Platforms and Testbeds-Operating Systems: Tiny OS, Contiki, Hardware testbeds, Libelium WASP motes, Crossbow Motes, Weather monitoring Systems and eKo motes, System Level discussion on specific applications, Environment monitoring, Green buildings, smart micro grids, green ICI, Health care - BAN EE6330 Advanced Cellular Communication Introduction to cellular networks. Link budget, propagation models, statistical channel models, Spatial MIMO channel model, SINR distribution in full frequency reuse-1 network; OFDM transmitter and receiver, Coding for multipath frequency selective channels, code rate diversity trade-off, DFT-precoded-OFDM (SC-FDMA) modulation, Frequency domain MMSE and MMSE-DFE equalizers for DFT-precoded-OFDM, Synchronization, channel estimation, frequency offset correction techniques for OFDM/DFT-precoded-OFDM systems; Capacity of single user MIMO channel, Transmitter diversity methods, Spatial multiplexing (SM), Capacity of MU MIMO in downlink: ZF/MMSE transmit precoding, vector perturbation techniques; Interference channels: Degree-of-freedom for K-user interference channel, interference alignment, multi-antenna MMSE; Distributed MIMO network architectures: Co-ordinated multi- point transmission (COMP) with full channel state feedback, limited feedback techniques; Opportunistic scheduling in cellular networks. Proportional fair multi user scheduling in noise and interference limited networks. Best-band scheduling, Traffic modeling, scheduling with QOS constraints, cross-layer optimization; Miscellaneous topics: Channel quality (CQI) computation, Pilot design, CQI stability, Control channel design, power control, Hybrid ARQ, Energy efficiency, Link and system simulation methodologies. EE6340 Cooperative Communications Introduction to Amplify and Forward (AF) and Decode and Forward (DF) cooperative systems, dual hop and multihop systems, variable and fixed gain relays for AF, receivers for AF and DF systems, BER and outage analysis for cooperative and multihop systems, MIMO Relay systems. 112 IIT Hyderabad EE6350 Multiple antenna systems MIMO: Single user MIMO link capacity, Capacity of multi-user MIMO, Degrees-of- freedom for interference channels. Open-Loop MIMO: Design criterion and performance analysis of space-time codes, STBCs, delay diversity, phase-offset diversity, transmit antenna switching Closed Loop MIMO: Equal gain transmission, Antenna selection, eigen mode trans- mission, beam forming with quantized feedback, code books based beam-forming, Multi-user MIMO, ZF and vector perturbation methods Spatial Multiplexing: Maximum likelihood and MMSE receivers, Successive cancellation, Reduced state sequence estimation, BER analysis, SM for ISI channels, generalized MIMO MMSE-DFE Co-channel Interference Suppression: Maximum ratio combining, interference rejection combining, Bit error rate (BER) bounds, interference channels, interference alignment Opportunistic Scheduling: Proportional fair scheduling in multi-user systems in white noise and interference. Traffic models Review of multiple antenna techniques adopted in 4G systems. EE7320 Immersive Multimedia and Telepresence Camera modeling and calibration; Image stitching and mosaicing; Stereo vision and depth perception: parallel and non-parallel optical axes; Multicamera array: geometry and calibration; High-resolution image based on camera array; Self-configurable camera array; View-free video; 3-D Reconstruction based on multiple views: mathematical frameworks and algorithms; Compression and the compressive sensing approach; Basis selection: Finite element method, Proper orthogonal decomposition, Wavelets, Wavelet packets and derivatives; Architecture of 3-D video and telepresence system; Concept of space sharing in practical implementation; 3-D rendering and display with emphasis on light-field reconstruction; EE7330 Network Information Theory Probability basics and the weak law of large numbers, method of types and the strong law of large numbers, Sphere packing lemma, channel coding theorem, Type covering lemma, Distortion-abstracted source coding theorem, Lossless coding theorem, Rate- distortion theorem, Type covering with side information, Distortion-abstracted source coding with side information problem and coding theorem, Slepian-Wolf theorem for lossless coding with side information, Wyner-Ziv theorem, Two-terminal distortion abstracted problem with side information – Application of Markov lemma and modular construction, Slepian-Wolf theorem for multiterminal source coding, Wyner-Ahlswede- Korner theorem, Berger-Yeung theorem – without and with side information, General two-terminal source coding problem: unified structural view, multi-letter coding theorem – direct statement and converse, Special cases – Two-terminal Jointly Gaussian problem under MSE distortion (Oohama and Wagner-Tavildar-Viswanath solution), Two-terminal binary Hamming problem, Korner-Marton modulo-two sum problem with symmetric source distribution, Issues in network source coding – Information irrelevance at encoder, Vanishing error versus vanishing distortion, Potential entanglement between independent joint sources and other advanced topics, Channel coding as a game – Covert channel, data hiding capacity, Multiple access Courses of Study 113 channel, Gelfand-Pinsker theorem for channel coding with state information, Relay channel, Degraded relay channel, Broadcast channel, Degraded broadcast channel, Writing on dirty paper, Gaussian broadcast channel, Interference channel, Issues in channels networks – Network capacity and advanced topics. 11.9. Department of Engineering Science There are no exclusive courses being offered by Department of Engineering Science presently. Please refer to the corresponding course titles in the respective departments as given in the course curriculum. 11.10. Department of Liberal Arts LA1010 Introduction to World Literature Designed for the beginning student of literature, this course provides an introduction into the nature and functions of literature across cultures throughout the world. It provides an overview of the major genres of literature with emphasis on techniques of understanding, evaluating and interpreting fiction, poetry and drama. It also helps the student understand the art of rhetoric, composition and argument formation with the help of literary narratives. Primary course material is provided by the instructor. LA1020 Principles of Economics Ten Principles of Economics, Thinking like an Economist, The Market Forces of Supply and Demand, Elasticity and Its Application, Consumers, Producers, and Efficiency of Markets, Externalities, The Costs of Production, Firms in Competitive Markets, Monopoly, Oligopoly, Monopolistic Competition, The Economics of Labour Market, Income Inequality and Poverty, Measuring National Income, Measuring the Cost of Living, Production and Growth, Saving, Investment and Financial System, Unemployment, The Monetary System, Money Growth and Inflation, Open-Economy Macroeconomics: Basic Concepts, Open-Economy Macroeconomics: Theory and Application, Short-run Economic Fluctuations. LA1030 Japanese Language I To Be Announced LA1040 Counseling Psychology This course will present an introduction to the field of counseling psychology, including the history of the field, its theories, content areas, and treatment modes. The aim of this course is to encourage students to be able to describe theories and approaches in counseling psychology in varied settings. The course will help in students’ understanding of the ethical and cultural aspects of counseling techniques, e,g, when applying interventions. This course is aimed to be more practical and interactive in its style of instruction, with student participation being especially recommended. The course will cover topics on: introduction to counseling, ethics of counseling The 114 IIT Hyderabad therapeutic relationship: issues of transference, dependency, psychodynamic & psychoanalytic theories & approach, humanistic-experiential theories & approach, cognitive-behavioral theories & approach, group therapy, family and couples interventions, career development/counseling, social justice and counseling, culture and counseling, and research methods. LA1050 Culture and Psychology Topics: the study of culture in psychology and anthropology; topics in psychological anthropology; experience of emotion across cultures; impact of media in shaping how we think, feel and behave; issues in cultural diversity; language and culture. LA2010 An Introduction to Positive Psychology Positive Psychology is a relatively new approach that focuses on positive aspects in the area such as positive emotions; as opposed to the clinical/psychopathological perspective of traditional psychology. This course will provide an outline to the basic concepts of positive psychology emphasizing specifically on happiness and strengths. The focus will primarily be on one’s understanding of happiness and journey towards it. Answers to the questions raised, will be discovered through an integration of theory and research findings in the area. Relevant concepts will be introduced and their relation to happiness will be examined. These include character strengths and virtues (humour, gratitude, forgiveness, persistence, hope), consequences of negative emotions and actions, resiliency, and relationships. Strategies in achieving a state of subjective well being and meaningful life would be explored. LA2020 Anthropology and Popular Culture The aim of this course is to understand the ways in which ‘culture’, said to be one of the most difficult words in English (Raymond Williams 1976), is expressed and consumed by people, in popular forms such as music, dance, film and television. The readings for this course will deal with popular culture from different parts of the world- North America, Latin America, Africa, and South Asia. Audio-visual resources will be widely used in lectures and class presentations. This course will contain a project component that requires fieldwork. LA2030 Evolution of Gender Question in India Gender and feminist historiography-definition, debate and analysis, Women in Hindu Scriptures- Vedas, Smritis, Puranas etc, Women and erudition in Ancient India: Therigatha (Songs of the Nuns , 6th century B.C); Sangam Poets (ca. 100 B.C. –A.D. 250), Modern India and gender: Critique of historiography, Reading women’s literature, women’s literature in the nationalist movement, nationalist rearticulations of gender, deconstruction of male social reform, nationalism Vs feminism- a specific reference to controversies over Muddupalani, Emergence of modern political expressions by women- women and political rights movement, political lives of some prominent women, ideological splits among women groups, gender in constitutional debates, gender question in postcolonial India. Courses of Study 115 LA2040 Japanese Language II To Be Announced LA3010/6040 Financial Institutions and Markets Role of financial markets and institutions, Central Bank and monetary policy, Debt security Market, Equity market, Derivative security markets, Commercial banking, Banking Institutions, Non-Bank financial intermediaries, Foreign exchange market, Role of SEBI, RBI LA3020 Personality Psychology Personality Psychology addresses questions about how individuals develop characteristics that make them unique from each other, why they act and behave the way they do, historical issues and controversies that personality psychologists have encountered, techniques used in assessing personality, and how the study of personality psychology maybe applied to everyday life. This course will provide an overview of current theory and research in the field of personality psychology. Some of the major personality theories and research on human personalities will be introduced, evaluated and critiqued. Since the organization of personality is a complex one, shaped by many influences such as genetics, environment, internal conflicts etc, one may recognize that there is no one approach that would present an integrated picture of human personality. Hence, an overall perspective that includes a multitude of factors will be considered when studying personality. The aim of this course is to not only help in understanding personality theory but also to explore how one may apply concepts from personality psychology for both personal developments as well as in understanding others. LA3030 Ethics and Political Theories This course intends to introduce historical development of the concept and issues of ‘ethics’ in the corpus of political theory. Theories proposed by ancient thinkers like Plato, Aristotle, Kautilya Manu will be covered. The contemporary schools of thought that range from liberalism, marxism, structuralism, post-structuralism, to postmodernism and feminism will also be put to analysis. Students are expected to learn intricacies of the concept of ‘ethics’ by scrutinizing these theories and come up with an innovative ways of exploring novel dimensions and emerging issues in the domain of ethics. LA3040 Contemporary India This course will introduce the students to socio-cultural perspectives on contemporary India. Through ethnographic readings from books and journal articles, the aim is to cover the following topics: caste as a system and ideology; relationship between caste and class; the middle classes and consumption; agrarian issues; industrial labour; urbanization; transnational migration; globalization; environment and development; media depictions; gender identities; education and employment; inequalities in access to resources. 116 IIT Hyderabad LA4010 Popular Fiction This course explores various genres that constitute Popular Fiction. Through select literary texts from science fiction, children’s fiction, detective fiction, spy thriller, satire and romance, this course intends to familiarize students with the basic features of popular fiction. Students would be trained in discussing and responding critically to these texts while analyzing the how such narratives address complex cultural phenomena. LA4020 Self and Identity This course will use examples from issues in contemporary society to illustrate how a systematic study of identity is essential for the understanding of human society. Theories about the conceptualization of self and identity in psychology and the social sciences will be discussed critically. Finally, students will learn how to apply these theories and concepts when understanding everyday life in society. Theoretical perspectives on the self from sociology and psychology; multiple selves and multiple identities; self and gender; personal, social, and collective identity; identity politics; the experience of self across cultures. LA4030 Health Psychology Health psychology studies the social, cognitive, behavioural and emotional factors that influence health and illness among individuals. This course will first introduce health psychology and then discuss the different kinds of behaviours individuals engage in that can affect their health and well-being. There are three major models to explain and understand successful healthy behaviour: health belief model, theory of planned behaviour and self-efficacy. Further, the major behaviours of eating, drinking alcohol, smoking and exercising will be discussed in order to better understand what are their health and physical outcomes. Health psychology devotes much research and practice in unravelling the causes and consequences of stress. This course will provide an overview of what stress is, how it relates to health, explain psychosomatic illnesses and how to cope with stress. With the increasing prevalence of chronic illnesses such as heart disease, diabetes and cancer, health psychology is interested in not only understanding, but also preventing development of these illnesses which will also be discussed in this course. Finally, health promotion and risk prevention will be studied in order to raise illness awareness and risk prevention through health screenings. The aim of this course is to introduce health psychology by giving practical examples and how to implement healthy behaviour in everyday life. LA5010/6060 Macroeconomics National Income Accounting, Money and Inflation, The Open Economy, Economic Growth ,Economic Fluctuations, Tradeoff Between Inflation and Unemployment, Stabilization Policy, Government Debt, Business Cycle. LA5020 Industrial Organization Organizational form and motive of the firm, Market structure, Market Concentration, entry and exit, Diversification, Vertical Integration and Merger, Productivity, efficiency and their measurement, Competitiveness, Determinants of profitability, R&D Spillover Courses of Study 117 and Productivity, Innovation, Technological Diffusion, Technology Transfer and Firm Performance, technology spillover, Spillover and Backward Linkage Effects of FDI, Globalization and Technology based Growth. LA5030/6050 Basic Econometrics and Forecasting The Nature of Regression Analysis, Two-variables Regression Analysis, Two-variables Regression Model: The Problem of Estimation, Classical Normal Linear Regression Model, Multiple Regression Analysis, Dummy Variable Regression Model, Multicollinearity, Heteroscedasticity, Autocorrelation, The Forecasting Perspective, Basic Forecasting Tools, Time Series Decomposition, Exponential Smoothing Methods, Box- Jenkins (ARIMA) Methodology. LA5040 International Finance Foreign Exchange Market, Money, Interest rate and Exchange rate, Price Level and Exchange rate in the long-run, Output and Exchange rate in the short-run, Fixed Exchange rate and Foreign Exchange Intervention, The International Monetary System, Balance of Payments, Financial Crisis. LA6010 Research Methods and Statistics Introduction to Psychological Research - characteristics, meaning and objective of research; Process of research: - hypothesis development, research designs, data collection techniques, summarizing interpreting data, reporting research; Validity and reliability; Introduction to APA style; Statistics in Psychology: Descriptive and inferential statistical techniques, tests of hypotheses about means, bivariate correlation and regression, selected nonparametric statistics; Psychodiagnostics/Lab Component: Administering psychological test of student’s choice (MMPI/Rorschach/Neo Five/any other) and submission of record LA6020 Advanced Health Psychology Introduction: Different approaches to studying health in social sciences (sociological, anthropological, health economics, psychology) Models of health behaviour change: Health belief model, theory of planned behaviour, self-efficacy; Health behaviours: concepts in eating (e.g., eating disorders), drinking (e.g., theories of alcohol dependence), smoking (e.g., smoking cessation research) and exercising (e.g., promotion of physical exercise) Psychological outcomes: Stress, depression, anxiety, distress; Illness perceptions; Salutogenic research; Models in coping and illness adaptations Chronic illnesses and their management: Heart disease, Diabetes, Cancer; Immunization and screening: attitudes and uptake; Health promotion & risk prevention Research methods in health psychology: Qualitative and quantitative approaches to research in health psychology; Exploratory vs. experimental research; Designing intervention studies: evaluating outcomes; Culture-based studies in health psychology LA6030 Qualitative Research Methods Introduction: Theoretical and philosophical premises of qualitative methodologies; Difference between quantitative and qualitative methodologies; New paradigms in 118 IIT Hyderabad psychological theory (e.g. deconstruction) Qualitative methods of data collection: Ethnography; fieldwork; field notes; Participant and non-participant observation; Interviews (semi-structured and unstructured) and focus group discussions; Participatory research methods and action research (from the discipline of social work) Qualitative methods of data analysis: Thematic analysis, Narrative analysis, Grounded theory technique, Discourse analysis, Quantifying qualitative data Applying qualitative methods: Determining when, why, for what, and how to use qualitative methods, Mixing qualitative and quantitative methods – triangulation and mixed methods research LA6070 Literary and Critical Theory This course examines complex aspects of contemporary literary criticism and theory. Readings include key texts of literary theory from Marxism, Feminism and Psychoanalysis, Post-structuralism, Deconstruction and Postmodernism, and Cultural Studies and Postcolonial studies. While this course analyzes the various modes of interaction between literature, culture, and society, it also provides a basic understanding of concepts, techniques, and vocabularies used in contemporary literary analysis. LA6080 Theories on Culture The course looks at theories on culture spanning from the 19th century to the contemporary times. Different schools of thought from subaltern studies and post- colonial theory will be introduced. The major discourses from Indian and Western thought will be introduced to the student with the expectation that s/he comes up with his or her own analysis. Western and oriental theories and their major critical trajectories are the main focus. The theory and philosophy of Stuart Hall, Patricia Hill Collins, Partha Chatterjee and Gayatri Chakravorty Spivak will be elaborated on to provide a strong foundation in cultural theory for students of humanities and culture studies. LA6090 Contemporary India Agrarian issues; industrial labour; urbanization; transnational migration; globalization; environment and development; caste as a system and ideology; relationship between caste and class; the middle classes and consumption; media depictions; gender identities; education and employment; inequalities in access to resources. The course material will consist of chapters in edited volumes, ethnographies, and journal articles. Audiovisual resources will also be used in teaching. LA6100 Medical Anthropology Topics covered will include medical pluralism, increasing medicalisation of human bodies and health conditions, impact of gender on health, and new medical technologies. Students will be assessed on written essays and a brief fieldwork project on a health topic, in consultation with the faculty. Courses of Study 119 LA6110 Critical Psychology What is critical psychology? History of psychological thought (positivist and post- positivist); Limitations of mainstream psychology research and theory; New paradigms in psychology from critical perspectives; Critical studies in health, illness, emotion, and identity; Case studies of contemporary critical research in psychology; Importance of doing socially relevant research in the Indian context. LA6120 Advanced Econometrics Review of basic econometrics, Pooling cross section and time series data or Longitudinal model, Fixed and Random effect model, Dynamic panel data model, Binary response models: Logit, Probit and Tobit, Stochastic production frontier model, Quantile Regression, ARIMA model, VAR and Cointegration models, ARDL model, ARCH and GARCH model. LA6130 Advanced Macroeconomics The aim of this course is to provide an in-depth understanding of modern macroeconomic theory with empirical support. The course discusses various macroeconomic models such as the Solow growth model, infinite-horizon and overlapping-generations models, new growth theory, microeconomic foundations of incomplete nominal adjustment, inflation and monetary policy, budget deficits and fiscal policy. LA6140 Psychology of Humour Introduction to the psychology of humour - universality, definition, laughter and humour, wit and humour, evolution of the concept, different forms of humour; The social and developmental psychology of humour; Theories of humour: Psychoanalytic, Physiological, Cognitive; Personality approaches to the sense of humour: Individual differences and assessment; Humour and health; Applications of humour: Psychotherapy, education, and work LA6150 Cultural Psychology The changing meanings of “culture” over time; Approaches to the study of ‘culture’ in psychology and anthropology (‘cross-cultural psychology’, ‘cultural psychology’, ‘indigenous psychology’); Methods used to study the impact of culture; Studying the experience of emotion across cultures; Culture-personality studies; Language and culture; Cultural aspects of mental health and illness; Culturally-sensitive psychotherapy; Issues in cultural diversity and applications of cultural sensitivity LA6160 Contemporary American Fiction This course brings together select works of American fiction from the post-World War II era to the present times. It traces the changing sensibility and formal development of the American novel through the last seven decades while taking into account the historical and socio-cultural factors that have shaped contemporary American writing. Students are expected to close read select texts while using critical theoretical concepts associated with race, gender, subjectivity, textuality, sexuality, narratology, ecology, history and culture. 120 IIT Hyderabad LA6170 Sociology of Globalisation The objective of this course is to provide students with a sociological perspective on the set of processes commonly referred to as ‘globalisation’. It will look at the ways in which social and cultural factors affect attitudes to family and kinship, education, employment, labour practices, migration, media images, and gender ideologies. Through in depth study of ethnographies from different parts of the world, the course aims to educate students on the effect of globalization processes in people’s daily lives. LA6180 Society and Technology This course aims to describe and discuss the relationship between society and technology and to appraise how their inter-mingling role can shape the future. The course will begin with a description of the history of technology in society, impact of science and technology on society and vice-versa, and traditional knowledge systems in innovation. The course will go on to introduce how technology and society go hand-in- hand. This will be achieved through a seminar series, where professionals from different disciplines will give a view through their work and experiences of how technological advances and societal changes can shape each other. LA6190 Feminist Theories The purpose of this course is to provide a strong foundation in feminist theory and analysis so as to enable the student to understand sociocultural issues through the lens of gender. Different schools of feminist thought such as neoliberal, socialist-Marxist, radical, postmodern and postcolonial perspectives will be covered in detail. Importantly, this course will focus on the complications and internal contradictions within the feminist perspectives. Through such critical analysis, students will be expected to draw their own understanding, analysis, and critique of the corpus of feminist thought. Finally, the importance and relevance of gender perspectives in contemporary society will be highlighted. It is expected that this course will give a strong basis in feminist theory to students in the humanities and social sciences. 11.11. Department of Materials Science & Engineering MS5010 Properties of Materials Bonding and basic solid types: Introduction to types of bonding – classification of solid types, metals, ionic crystals, covalent crystals, - Concepts of lattice – Phonons – thermal conductivity, heat capacity of solids Electrical Properties: Introduction, Basic concept of electric conduction, Free electron and Band theory, Classification of materials, Insulator, Semiconductor, Metal, Superconductor etc. novel materials, some recent trends. Magnetic Properties: Introduction, Origin of magnetism, Units, Types of magnetic ordering: dia-para-ferro-ferri and antiferro-magnetism, Soft and Hard magnetic materials, examples of some magnetic materials with applications, CMR, magnetocaloric materials and spin glasses. Dielectric and ferroelectric properties: Dielectric constant and polarizability, temperature and frequency effects, electric breakdown, structural phase transitions, Courses of Study 121 Ferroelectric crystals, Classification of ferroelectric materials: piezo-pyro and anti- ferroelectric materials, multiferroic materials, relaxor materials. Optical Properties: Introduction - Interaction of light with electrons in solids; absorption, colour, refraction, polarization, optical process, semiconducting devices like photodiode, solar cell, LED and Lasers. MS5020 Electron Microscopy Principles of electron microscopy-scattering mode and transmission mode: SEM, TEM, electron diffraction and X-ray; Resolution and magnification; Instrumentation (electron gun, acceleration, magnification, etc); Aberration, distortion and mitigation; Applications of SEM: Surface morphology, qualitative and quantitative phase analysis; Applications of TEM: Bright Field and Dark Field imaging, diffraction, resolution and magnification; Limitations of electron microscopy; Recent developments in electron microscopy MS5030 Materials Synthesis and Characterization (Theory) Crystal Structure: Crystalline solids, crystal systems point groups: methods of characterizing crystal structure - Powder x-ray diffraction; types of close packing - hcp and ccp, packing efficiency, radius ratios; structure types with examples. Basics of Solid State Synthesis: Powder synthesis and compaction- precipitative reactions, sol-gel route, precursor method, ion exchange reactions, intercalation/deintercalation reactions, powder metallurgy; Bulk synthesis- Solidification from melt (amorphous and crystalline), electrodeposition, thin film preparation Characterization Techniques: Thermal analyses (differential scanning calorimetry, thermogravimetric), microscopy (light, X-ray, electron) and spectroscopy. MS5040 Thermo Mechanical Processing of Materials Introduction to thermo mechanical processing; Hardening mechanisms; Static and dynamic softening processes; Crystallographic texture development during thermo mechanical processing; Different thermo mechanical processing techniques; Residual stress in thermo mechanical processing; Defects in thermo mechanical processing; Case studies: Thermo mechanical processing of steel, aluminum, magnesium, titanium and other advanced alloy systems; Recent trends in thermo mechanical processing MS5050 Advanced Physical Metallurgy Structure of materials, characterization techniques, imperfection in solids, strengthening mechanisms, Concept of phase and phase diagrams, mechanical behavior of materials including tensile, compressive, fatigue, creep and fracture, materials degradation, selected engineering materials and their applications MS5080 Thin Film Technology Introduction to thin films: Definition of thin films - Formation of thin films (sticking coefficient, formation of thermodynamically stable cluster - nucleation) - Environment (Gas phase and plasma) for thin film deposition; Deposition parameters and their effects on film growth, Substrates – overview of various substrates utilized. 122 IIT Hyderabad Vacuum technology: Concept of different vacuum pumps: rotary, diffusion, Turbo molecular pump, Cryogenic-pump, Ti-sublimation pump, Concept of different gauges: pirani, penning, Pressure Control – Mass flow controllers. Physical vapor deposition (PVD) techniques: Evaporation- Thermal evaporation, Electron beam evaporation; Laser ablation; Ion beam evaporation and Cathodic arc deposition, Molecular Beam Epitaxy. Glow discharge Sputtering- DC and RF Sputtering; Magnetron sputtering; Ion beam sputtering – Reactive sputtering Chemical vapor deposition techniques: Advantages and disadvantages of Chemical vapor deposition (CVD) techniques over PVD techniques, Different kinds of CVD techniques: Metallorganic (MO) CVD, Thermally activated CVD, Plasma enhanced CVD, Atomic layer deposition (ALD)-Importance of ALD technique. Epitaxy – Introduction: Epitaxial growth- Growth kinetics of epitaxy, Growth modes – illustration of crystallographic relations with thin film to substrate, characterization of epilayers (insitu and exsitu) – RHEED – XRR, Utilization of various methods to grow epilayers (PVD and CVD) Thickness Determination techniques: Thickness determination methods in thin film (insitu and exsitu) – Non Destructive Techniques - quartz crystal monitoring technique, optical interferometry, Ellipsometry, profilometric techniques. Destructive Techniques – depth profiling and cross sectional electron microscopy Characterization of Thin films: Structural characterization of thin films - Advanced X- ray characterization of epilayers - compositional characterization - surface sensitive photoemission techniques (UPS, XPS). MS5100 Composite Materials Introduction, classification of composites, strengthening mechanism in composite, mechanics of composite materials, types of reinforcements- particles, whiskers, fibers, dispersion hardened composites, fiber reinforcement composites, continuous and discontinuous fiber reinforcement composites, metal matrix composites, carbon- carbon composites, molecular composites, multilayer composites, ceramic matrix composites, polymer matrix composites, thermoelastic and thermoplastic composites, biocomposites, liquid metal route, powder metallurgy route and in-situ composites, production of diamond tools and cermets, composite coatings, electrodeposition techniques, spray forming, characterization of composites, effect of orientation and adhesion, interfaces and interphases, effect of reinforcement materials size and shapes on properties, mechanical behaviour of composites, stress-strain relations, elastic properties, thermal stresses, strength, fracture, toughness, fatigue, creep and wear. MS5110 Scientific Writing and Ethics in Research A journey from writing a manuscript till sending it to the journal: Introduction to the journal formats related to science and engineering streams; Arrangements of research outcomes into journal format; Basic English grammar skills for writing manuscripts; Rules of manuscript writing like tables, equations, figures, references, cover letter, etc. To reaffirm the right human morals while performing research, ethics of correct scientific practices will be taught in details. Courses of Study 123 MS5120 Materials for Green Energy Green energy resources: Introduction to non- conventional energy resources, overview of current developments. Sustainable Energy resources: overview of fuel cell technology and introduction to various type of fuel cell i.e. solid oxide fuel cell (SOFC), proton exchange membrane fuel cell (PEM), phosphoric acid fuel cell etc. SOFC: principles of SOFC, types of fuel, reforming reactions, components of SOFC. Typical component materials and their characteristics, commercial fabrications processes, current trends and future outlook SOFC technology. PEM Fuel Cell: Typical component materials and their characteristics, commercial fabrications processes, current trends and future outlook for PEM fuel cell technology. Energy harvesting: Overview of wind energy, solar energy technology. Solar cells: overview of solar cell technology, principles of solar cell technology, Silicon based solar cells, fabrications and latest development, Non-Si and organic solar cells Energy Storage: Li-ion battery technology: basics of Li-ion battery, battery components, current trends and challenges. Hydrogen storage materials: overview of various hydrogen storage materials including porous materials, metal hydrides, organic materials etc., storage mechanism and latest development in hydrogen storages MS5130 Powder Metallurgy Manufacturing Introduction to powder metallurgy manufacturing, historical perspective, scope of powder metallurgy industries, techniques of near net shape manufacturing, techniques of powder manufacturing, characterization of powders, relation between powder production method and powder characteristics, powder compaction methods, powder injection moulding, introduction to sintering, driving forces of sintering, stages of sintering, solid state sintering, liquid phase sintering, pore morphology, sintering of mixed powders, sintering techniques, sintering atmosphere, post-sintering operations, problems of nano-powders during compaction and sintering, sintering mechanisms, sintering diagrams, powder metallurgy products: bearings, filters, friction parts, electrical contact materials, porous parts, functionally graded materials. MS5150 Biomaterials- Materials in Medicine Application of materials in medicine: introduction to structure and biological properties of cardiovascular, orthodontic, ophthalmic and soft tissues and requirement of implant materials Metallic Implants: physical, mechanical properties and corrosion behavior of metallic materials, surface modification, Implant design and processing, examples of bone, stents and surgical implants Ceramic and composite implants materials: chemical and structural and biological properties of ceramic materials, synthetic methods for ceramic and composite materials, Biomimetic approach towards composite design and bioresorbable implants, examples of ceramic and composite materials in orthodontic implants Polymeric materials: Synthetic and biopolymers, chemical properties, thermo- mechanical behaviour, examples of polymeric materials in cardiovascular, ophthalmic and other soft tissue implant applications Practical aspects of Implant materials: host tissue response, implant failure. 124 IIT Hyderabad 11.12. Department of Mathematics MA1010 Calculus-1 This course introduces students to the basic concepts of real valued functions of single and multiple variables and their continuity, differentiability and integrability along with some applications. To summarize, the course discusses in detail the following topics: Sequences and series and their convergence aspects - Continuity, differentiability and integrability of real valued functions of both single and multiple variable functions. - Series expansion of functions and the associated convergence aspects. MA1020 Vector Calculus and Algebra, Differential Equations Part I: Vector Integration: Double and Triple Integrals: Calculations, Areas, Volumes, change of variables, Applications; Integrals of Vector Functions: Line integrals, Green’s formula, path independence, Surface integral: definition , evaluation, Stoke’s formula, Gauss-Ostrogradsky divergence theorem. Part II: Linear Algebra: Vector spaces: Subspaces, basis and dimension, linear transformations, representation of transformations by Matrices, linear functionals, transpose of linear transformations, canonical forms; Inner product spaces: Linear functionals and adjoints, Billinear forms, symmetric bilinear forms, skew symmetric bilinear forms. Part III: Differential Equations: Ordinary Differential Equations: First order linear equations, Bernoulli’s equations, Exact equations and integrating factor, Higher order linear, differential equations with constant coefficients; Partial Differential Equations: First order linear PDE, quasi linear PDE, method of characteristics, Cauchy problem, first order non linear PDE’s of special type. MA2010 Complex Variables, Probability and Transforms Part I: Complex variables: Complex Functions: Limit, Continuity, Differentiability, analytic functions, Cauchy –Riemann equations, Laplace equations, Harmonic functions, Conformal mapping, Cauchy integral theorem, Cauchy integral formula, derivations of an analytic function; Power series: Taylor series, Laurent series, zeros, singularities, residues, evaluation of real integrals. Part II:Probability: Basics: Sample space and events, definitions of probability, properties of probability, conditional probability; Random variables: distribution functions, discrete and continuous random variables, moments of random variables, conditional expectance, Chebyshev and Markov inequality, covariance and correlation, functions of random variables; Special Distributions: Bernoulli, Binomial, Geometric, Poisson, Exponential, Uniform, Normal distributions; Limit Theorems: Law of large numbers, central limit theorem. Part III:Transform Techniques: Laplace transform: Inverse transform, linearity, Laplace transforms of Derivatives and Integrals, partial fractions, unit step function, shifting on the t-axis, periodic functions, applications of Laplace transform for solving differential equations; Fourier transform: Fourier integral, Fourier Sine and Cosine transform, convolution, applications of Fourier transform for solving differential equations. Courses of Study 125 MA6010 Topics in Analysis Analysis: Review of metric spaces, compactness, connectedness and completeness. Measures and integration theory, Lp-spaces. Complex Analysis: Analytic functions, Harmonic conjugates, Cauchy theorems and consequences, Power series, Maximum modulus theorem, PhragmenLindelof theorem, Singularities, Laurent series, Residues. Mobius transformations. Review of Functional Analysis: Normed Linear spaces, Hahn-Banach Theorem, Open Mapping Theorem, Uniform Bounded Principle, Hilbert spaces, Inner product, Orthogonality, Orthonormal bases, Riesz Lemma, The space L2 as a Hilbert space, basic operator theory in Hilbert spaces. MA6020 Algebra and Differential Equations Ordinary Differential Equations: Existence Theorems, Series solutions, Sturm-Liouville’s Systems, Autonomous Systems, Stability Theory. Partial Differential Equations: Cauchy – Kowlewsky Theorem, Cauchy Problem, 2nd Order PDEs and Classifications, Separation of variables and Fourier Series/Transform based techniques and application. MA6030 Topics in Algebra Review of basic aspects of groups, rings. Fields and applications. Introduction to basic aspects of differential algebra. MA6040 Fuzzy Logic Connectives and their Applications Fuzzy Logic Connectives :T-norms : Classes and their generation process, Algebraic and analytical properties, related conjunctions. Fuzzy implications: Classes and their generation process, Algebraic and analytical properties. Fuzzy Measures and Integrals: An Introduction. Applications: Including but not limited to :Approximate Reasoning, Clustering and Data Analysis, Image Processing MA6050 Wavelets and applications This course introduces the mathematically oriented students to the basic concepts of Wavelet transforms, the recent developments and some applications. To summarize, the course discusses in detail the following topics: Fourier transform - Continuous wavelet transform, frames - Multiresolution analysis, discrete wavelets, - Spline, orthogonal and biorthogonal wavelets - Applications in image processing, Numerical analysis MA6060 Redundant and sparse representation theory Redundant representations, Orthogonal, nonorthogonal and frame type bases, Sparsity, Coherence, Uncertainty Principle , L1 minimization, Probabilistic and deterministic approaches, Convex and iterative methods, Applications in analog-to- digital conversion, Nyquist sampling theory, Low-rank matrix recovery, Dictionary design, Recent developments 126 IIT Hyderabad MA6070 Approximation Theory The Theorems of Weierstrass, Bernstein, Fejer, and Korovkin, Stone's Approximation Theorem and the Stone-Weierstrass Theorem, Some applications, Best approximation in normed spaces: some basic notions and results, Degree of uniform approximation by algebraic and trigonometric polynomials - Modulus of continuity and modulii of smoothness - Jackson's theorems - Bernstein's inequality for trigonometric polynomials - Inverse theorems for uniform trigonometric approximation, Bernstein and Markov inequalities for algebraic polynomials, Characterizations of best uniform approximants - Theorems of Collatz and Schewdt, Collatz and Kolmogorov - Haar systems and the Haar-Kolmogorov Theorems - Chebyshev's Alternation Theorem and some applications. MA6080 Introduction To Measure Theoretic Probability Classical Probability and Preliminaries: Discrete Probability, Conditional Probability, Expectation, Theorems on Bernoulli Trials. Basic definitions of algebraic structures, few facts about Banach Spaces; Measure Theory: Sigma Algebra, Measurable functions, Positive and Vector valued measures, Total Variation of a measure, Spaces of measures, Lebesgue Measure on R, Completion, Caratheodory’s theorem, • Lebesgue Integration: Abstract Integral, Convergence theorems of Lebesgue and Levi, Fatou’s Lemma, Radon-Nikodym Theorem, Modes of convergence of measurable functions; Product Spaces: Finite Products, Fubini’s Theorem, Infinite Products, Kolmogorov’s Extension Theorem; Independence: Random Variables, Distributions, Independent Random Variables, Weak and Strong Law of Large Numbers, Applications. MA6090 Operator Theory Operators on Hilbert spaces: Basics of Hilbert spaces; Bounded linear operators, Adjoint of operators between Hilbert spaces; Self-adjoint, normal and unitary operators; Numerical range and numerical radius; compact operators, Hilbert{Schmidt operators. Spectral results for Hilbert space operators: Eigen spectrum, approximate eigen spectrum; Spectrum and resolvent; Spectral radius formula; Spectral mapping theorem; Riesz-Schauder theory; Spectral results for normal, self-adjoint and unitary operators; Functions of self-adjoint operators. Spectral representation of operators: Spectral theorem and singular value representation for compact self-adjoint operators; Spectral theorem for self-adjoint operators. Unbounded Operators: Basics of unbounded closed Operators in Hilbert spaces, Cayley transform, Spectral theorem for unbounded self-adjoint operators. MA6100 Mathematics behind Machine Learning Data Representation: Eigenvalues – Eigenvectors – PCA – SVD - Fischer Discriminant; Functionals – Hilbert Spaces – Riesz Representation Theorem – Kernel Trick – Kernel PCA - Kernel SVM; Norm Minimization - LLE - Sparse Representation Theory – Dimensionality Reduction Supervised Learning: Convex Optimisation – Primal-Dual Transformations – Karush- Kuhn-Tucker Conditions – SVM; Probability and Measures – Types of Convergences – Statistical Learning Theory – VC dimension and Capacity – Some bounds Courses of Study 127 Unsupervised Learning: Expectation Maximization – EM-based Clustering – C-means clustering – Fuzzy CM clustering; Operator Theory – Decomposition of Operators and Subspaces – Subspace Clustering 11.13. Department of Mechanical Engineering ME1210 Engineering Mechanics Introduction: Definition for rigid body, statics, dynamics (kinematics and kinetics); Idealization in mechanics; Vector operations; Resultant of system of coplanar forces (parallelogram and triangular construction); Free body diagram; Resolution of forces in 3D; Equilibrium equation; Shear Force and Bending Moment Diagram; Analysis of trusses – Method of joints and Method of sections; stability of trusses; space trusses; Mass and Geometric properties of members – Centre of gravity and moment of inertia for simple geometries; Parallel and Perpendicular – axes theorem; Kinematics and dynamics of rigid bodies; Virtual work done; Energy method for particles. ME2110 Mechanics of Solids Introduction -Tension, compression and shear; Axially loaded members; Torsion; Stresses in beams; Analysis of stress and strain; Applications of plane stress – Pressure vessel, beams, Combined loading; Deflections of beams; Buckling of columns; Energy methods; Statically Indeterminate beams. ME2120 Thermodynamics Introduction to thermodynamics. System, surroundings, boundaries, classification of systems. Units and dimensions. Conversion factors. Properties of systems. Equilibrium, processes, interactions. The work interaction. Thermodynamic definition of work. Characteristics of the work interaction. Evaluation of work. Adiabatic boundary. Adiabatic systems and processes. Adiabatic work. The First Law. Basic form. Energy of a system. The heat interaction. Sign convention. Diathermic boundary. Zeroth law. Isothermal states. Empirical temperature. Principles of thermometry. Scales of temperature. Gas thermometer. The ideal gas. Ideal gas temperature scale. The state principle. Equations of state. Properties of gases. Properties of steam. Introduction to steam tables. Other equations of state. Van-der-Waals gas. Critical state. Reduced equation of state. First law for open systems. Derivation of the general form. Special cases. Steady-flow energy equation. The Second Law. Kelvin-Planck and Clausius statements. Equivalence of statements. Carnot theorem. Thermodynamic temperature. Kelvin scale. Carnot engine. Equivalence of thermodynamic Kelvin scale and ideal gas Kelvin scale. Clausius inequality. Definition of entropy. Evaluation of entropy. Principle of increase of entropy. Formulation of second law for closed and open systems. Combined first and second laws. Availability and Exergy. Lost work. 128 IIT Hyderabad ME2210 Fluid Mechanics Fluid continuum - Properties of fluids - Methods of describing fluid motion - Kinematics of fluid streamlines, streak lines, path lines - equation of Continuity, Euler's equations of motion - Navier Strokes equations. Hydrostatics - Manometry - Fluid force on planes and curved surfaces, submerged and floating bodies - stability of submerged and floating bodies - Aerostatics - variation of pressure, temperature and density with altitude - stability of atmosphere - Relative equilibrium - Fluids subjected to uniform linear acceleration and uniform rotation. Analysis of fluid motion in integral form - Concept of a system and a control volume - equations of continuity, energy, linear momentum and angular momentum as applied to a control volume in fluid flow and their applications to propellers, cascades and pumps and turbines. Dimensional analysis, similitude and model testing - Laminar and turbulent flows - Viscous effects - Boundary layer - Separation phenomena - Losses in pipes and minor features. Hydrodynamics - Two dimensional ideal fluid motion, stream function and potential functions - Source, sink, vortex and double flows - flow around a circular cylinder with and without circulation - transformation of a circular cylinder to an aerofoil - aerofoil characteristics- Effects of viscosity. ME2220 Kinematics & Dynamics of Machinery Basic Kinematic concepts: Introduction to mechanisms, Links, Kinematic pairs, Kinematic chains, Mechanism and Inversions, Kennedy’s theorem, Velocity and acceleration in mechanism, Relative velocity methods, Instantaneous center of rotation, Acceleration diagram, Acceleration center. Cams: Synthesis of translating flat-face, translating roller and oscillating roller follower cams. Gears: terminology, fundamental law of gearing, involute profile, Interference and undercutting, minimum number of teeth, contact ratio, bevel helical, spiral and worm gears, Gear Trains – simple, compound and epicyclic gear trains; sliding gear boxes and synchronous gear boxes. Dynamics of machines: Dynamics of Rigid Bodies in Plane Motion; Dynamic Force Analysis of Machines. Balancing of inertia forces: Balancing of rotors, balancing of in- line internal combustion engines. Friction Devices: Introduction to friction, Belt, chain and rope drive, Transmission of Power through friction clutch. ME2230 Manufacturing Science -1 Objective and Scope: The course aims to introduce students with the fundamentals of science of manufacturing techniques. The course includes conventional and state-of- art manufacturing techniques as listed below Methods of manufacture – metal casting, metal forming and metal joining: Basic Principles, Processes, equipment, process variables; Basic methods of manufacture of plastics, ceramics and composite parts; Non Traditional manufacturing processes – Basic Principles, features of equipment, process variables – Mechanical, thermo-mechanical, Thermo-electrical, Chemical, thermo-chemical and hybrid processes. Courses of Study 129 ME2411 Mechanical Engineering Lab I Fluid Mechanics: Laminar and turbulent flow - Venturi principle - Friction coefficients in pipe flow - Flow visualization - Measuring instruments to measure velocity and pressure in fluid flow - Measurement of pressure distribution over body contour - Experiments designed to cover the above. Solid Mechanics: Spring Stiffness, Hardness testing, Deflection of Beams, Buckling of Struts, Thin Cylinder behaviour, UTM-Tensile testing, Torsion testing ME3110 Heat and Mass Transfer Objective: One objective of the course is to introduce the fundamental concepts and principles that underlie heat transfer processes. A second objective is to apply knowledge of heat transfer for design of heat transfer equipments and to solve problems relevant to technology and society. Introductions – Steady state conduction in one and two-dimensional systems – one dimensional unsteady state conduction; analytical and numerical methods. Extended surface heat transfer (Fins). Convection: Basic equations, Dimensional analysis, Boundary layers; Forced convections: External and internal flows, correlations, Natural convection and Mixed convection. Design of heat exchangers: LMTD and NTU methods. Radiation heat transfer: Basic laws, properties of surfaces, view factors, network method and enclosure analysis for gray – diffuse enclosures containing transparent media, engineering treatment of gas radiation. Boiling and Condensation. Current trends of research in the field of heat transfer. ME3120 Manufacturing Science -2 Objective and Scope: The course aims to introduce students with the fundamentals of science of machining processes and to develop understanding of different metrological methods to ensure accurate and precise machining operations. The course includes conventional and state-of-art machining techniques and related metrological practices as listed below Machining: Principles of Metal cutting: orthogonal and oblique cutting; mechanics of machining; Machine Tools - turning, milling, shaping, drilling: Construction and working; Process variables; Cutting tools –nomenclature, material and tool life; Machinability ; Abrasive machining processes- grinding, honing, lapping, burnishing and super finishing: Equipment, process variables and surface features; Surface integrity concepts.Introduction to NC and CNC: Concepts and programming – Constructional features of various machine tools; Introduction to computer integrated manufacturing. Metrology : Fundamentals of measurements: Errors, Length Standards, Gauging, Comparators, limits & Fits and Tolerances; Role of metrology in quality assurance; Measurement of geometric forms , Flatness, Straightness, form errors; Slip gauges; Surface finish measurements; Coordinate measuring machines; Vision applications in Metrology; Optical metrology and laser interferometry; Nano measurements. ME3130 Design of Machine Elements Design consideration-limits, fits, tolerances and standardization, a brief introduction to strength of materials, modes of failure, failure theories. Design of shafts under static 130 IIT Hyderabad and fatigue loadings. Design of springs - helical, compression, tension, torsional and leaf springs. Design of joints – threaded fasteners, preloaded bolt joints, welded and glued joints. Design and analysis of sliding and rolling contact bearings. Analysis and applications of power screws and couplings. Analysis of clutches and brakes. Design of belt and chain drives. Design of spur, helical, bevel and worm gears. ME3230 Turbo Machines Course Outline: This course is intended to give a detailed introduction to various axial and radial flow turbomachines. Both thermodynamics and fluid mechanics of the turbomachines will be covered in this course. Basic Principles − Dimensional Analysis − Two-dimensional cascades − Axial flow turbines − Axial flow compressors and ducted fans − Centrifugal pumps. Fans, compressors − Radial flow gas turbines − Hydraulic turbines ME3140 IC Engines Classification, Basic Working Principles, Components and Engine Operating Events of an IC Engine − Engine Operating Parameters: Geometry, Torque, Power and Work; Fuel Consumption and Efficiencies − Thermochemistry for IC Engines: Fuels and Testing; Combustion Reactions; Combustion Efficiencies; Chemical Kinetics and Exhaust Gas Analysis − Engine Cycle Models: Basic Thermodynamic Analysis; Air Standard Cycles; Fuel-Air Standard Cycles; Comparisons to Real Engines Cycles − Intake Flow Considerations: Gas Flow Processes; Valve Design; Fuel Induction Processes for SI and CI Engines − Combustion Chamber Considerations: In-cylinder Aerodynamics; Burning Process for SI and CI Engines; Abnormal combustion in SI Engines (Knock) − Pollutant Formation and Control: Emission Measurement – NOx, CO, Unburned Hydrocarbon, Particulates, formation and their control. ME3210 Instrumentation & Control Sensitivity, linearity and resolution of instruments; Uncertainty of measurements; - Signal conditioners - bridge circuits, errors in measurement - Measurement of displacement, velocity, acceleration, force, torque, pressure, flow, temperature, and sound pressure level Classification of control systems - Block diagram representation and reductions - Mathematical background and mathematical model of physical systems - Time domain analysis, transient response and stability - Frequency response methods, polar plot, bode diagrams, Nyquist stability criteria, relative stability – Controllers ME3220 Production Engineering Management functions, Evolution of Management Theory, Management approach to Planning, Analysis and Control functions involved in a Production System; Production cycles, planning functions; Types of industry : Job, Batch, Continuous, Mass and Flow Productions; Organisation and policies in respect of production planning and control; Product design and development; Forecasting techniques; Scheduling, Sequencing and plant loading for optimal utilization; Queueing models and line balancing; Materials Planning and Control, Inventory Management; Value Analysis; Productivity Analysis, Mechanics of production control. Courses of Study 131 ME3311 Mechanical Engineering Lab II Two-dimension meshing and elements for sheet work and thin shells, effect of mesh density and biasing in critical region, comparison between tria and quad elements, quality checks, jacobian, distortion, stretch, free edge, duplicate node and shell normal. Three-dimension meshing and elements, only 3 DOF, algorithm for tria to tetra conversion, floating and fixed trias, quality checks for tetra meshing, brick meshing and quality checks, special elements and techniques, introduction to weld, bolt, bearing and shrink fit simulations, CAE and test data correlations, post processing techniques ME3413 Machine Drawing & Solid Modelling Assembly and production drawings indicating tolerances, surface finish etc. in detail. Exercise involving use of ISI conventions in drawing. Creative sketching and detailed drawing of simple assemblies. Exercises involving process equipment, process flow, control diagrams. ME3425 Project 1/Mini-project Objective: To direct students toward the process of designing and development through visualization, planning and manufacturing a product leading to ‘Invention and Innovation”. Procedure: Group of two students would design, draw, fabricate and test a product based on relevant engineering principle ME3431 Mechanical Engineering Lab III Objective and Scope: The course aims to introduce students with the experimental perspective of machining and metrological methods essential to ensure accurate and precise machining operations. The course includes experiments on the following aspects: Confidence interval and measurement variations using statistical analysis; Construction, working and operations of machining processes - Lathe, Milling and Grinding ; Production of a part using machining processes ; Inspection Gauges ( Ring, plug, snap, filler, pitch ); design of a limit gauge for given specifications; Measurement of cutting forces and evaluation of effects of machining conditions on forces ; Construction, working and operations of Coordinate Measuring Machine, Measurement of geometric features; Linear, Angular and Form measurement. ME4110/5310 CAD Introduction - Role of Computers in design and manufacture: Solid modeling - techniques and algorithms for modeling, data structures for solid models; Surface modeling - curves and surface representation; composite surfaces; application to computer aided manufacture. Case studies in CAD/CAM; Current developments in CAD- feature based modeling, design by feature, function, feature linkages, application of feature based models, parametric modeling; Machining - path generation, post processing and verification; Quality function deployment - concept and its uses. Product design in concurrent engineering environment. 132 IIT Hyderabad ME4120 Modeling & Simulation Introduction to modelling and simulation concepts. System analysis and classification. Abstract and simulation models. Continuous, discrete, and combined models. Heterogeneous models. Using Petri nets and finite automata in simulation. Pseudorandom number generation and testing. Queuing systems. Monte Carlo method. Continuous simulation, numerical methods. Simulation experiment control. Visualization and analysis of simulation results. ME4311 Mechanical Engineering Lab IV Heat Transfer: Thermal conductivity of solids- heat transfer coefficient for forced and natural convection- fin efficiency- emissivity- effectiveness of heat exchangers – boiling and condensation- experiments designed to cover the above. Dynamics Lab: Measurements: Measurement of Shaft Speed-Counters, Techometers, Tachogenerators - Digital Tachometers – Stroboscopes; Measurement of Frequency, Amplitude, Acceleration, Vibration pick ups - Accelerometers – Recorders - Kinematics: Kinematics of four bar machanisms - Slider Crank, Crank Rocker Mechanism; Kinematics of Universal Joints; Kinematics of Gears - Spur, Helical, Bevel, Worm; Kinematics of Gear trains - Simple, Compound, Epicyclic, Differential and Worm Wheel Reducers - Dynamics: Inertia Systems Experiments; Transmission Systems; Vibrating Systems; Balancing. ME5010 Mathematical Methods for Engineers Vectors, operations and operators, identities; Cartesian tensors: definition, notation, transformation matrix, orthogonal properties, order of a tensor, operations, contraction, quotient rule, vector identities and theorems in tensor form Linear algebraic equations: matrix form, matrix operations, determinants, Cramer’s rule, Inverse, singularity, inconsistent equations, Gauss elimination, Gauss-Seidel, LU decomposition, finding inverses, echelon form, general solution for under-determined systems, generalized inverses, least-squares solution for over-determined systems, eigen-values and eigenvectors, orthogonalization, singular value decomposition (without proof) First and second order ODEs, linear ODEs with constant coefficients; Laplace transforms; Second order linear homogenous differential equations and their solutions; Sturm-Liouville problem; orthogonal functions; Gram-Schmidt procedure PDEs: Classification of PDEs, analytical solution of linear PDEs, Fourier series, Fourier transforms, transformation of PDEs between different coordinate systems; ME5110 Advanced Mechanics of Solids Introduction; Stress definition and stress-traction relations; Deformation, strain definition, strain-displacement relation; Constitutive equations; Equilibrium and compatibility equations; Two dimensional problem solutions – Plane stress and Plane strain; Advanced two dimensional problems – plate with a hole, rotating disk, disk under diametral compression; Axisymmetric problems; Torsion – Prandtl stress function; membrane analogy; Special problems – Wedge with boundary tractions, concentrated force on half plane; Thermoelasticity. Courses of Study 133 ME5120 Dynamics and Vibration Review of Newtonian dynamics – constraints – degrees of freedom – virtual work – Lagrange’s equations – Lagrange multiplier rule – Hamilton’s principle, principle of least action – generalized coordinates – rigid body in three dimensions – Euler angles – friction models – introduction to multi-body dynamics Single degree of freedom systems: free vibration – natural frequency – damping – forced harmonic vibration – transient vibration; vibrations of multi degree of freedom systems – mode-shapes – vibration absorbers, isolators - vibration of continuous systems - mode summation method - classical methods of analysis ME5130 Finite Element Method Mathematical Preliminaries, Integral Formulations and Variation Method. Linear finite element procedures in one and two dimensional problems in solid mechanics. Convergence, interpolation functions, isoperimetric mapping, numerical integration and modeling consideration. Application of FEM to single variable two dimensional problems governed by Poisson’s equation. Weighted residual methods - Galerkin approximation. Introduction to constraint equations by Lagrange multipliers and penalty method. Solution of linear algebraic equations. FEM programming. ME5220 Metal Removal Processes Theory of metal cutting- mechanics of cutting - shear angle theories - cutting tool materials, tool geometry - tool wear and tool life - cutting fluids - dynamic stability of metal cutting systems. Non-traditional machining processes such as EDM, USM, AJM, WJM, AWJM, AFM, LBM, EBM, Plasma machining etc. - mechanism of material removal, characteristic features and applications in each case. High speed machining- abrasive processes, machining of polymers, ceramics, glasses and composites. ME5310 Viscous Fluid Flow Viscous forces with relevance to aerospace systems - effects of viscosity in thin layers near the wall, i.e. laminar and turbulent boundary layers - slender aerodynamic bodies in air vehicles - exact and approximate theoretical analysis of boundary layers and other viscous flows - physics and effects of separation of boundary layers - engineering determination of viscous drag forces and fundamental understanding of viscous flow physics. ME5320 Advanced Heat Transfer Objective: One objective of the course is to introduce the analytical and numerical methods to solve multi-dimensional heat transfer problems. A second objective is to apply knowledge of heat transfer for design of heat transfer equipments and to solve problems relevant to technology and society. Introduction – Review of fundamentals of heat transfer. Conduction: General heat conduction equation, Analytical and numerical solutions of two dimensional steady state heat conduction; Transient conduction, extended surface heat transfer (Fins). Convection: Governing equations, boundary layer equations, equations for turbulent convective heat transfer. Forced convection over external surfaces and internal ducts; 134 IIT Hyderabad Similarity solutions, Numerical solutions. Free and Mixed convection flows, Conjugate heat transfer analysis. Radiation: Basic relations of radiation, Radiation exchange in non-participating medium and long enclosures. Applications: heat exchangers, cooling of electronic devices, moving materials undergo thermal processing. ME5330 Computational Fluid Dynamics Discretization of derivatives by finite differences, discretization error, time-stepping, numerical stability and consistency, Classification of PDEs, Steady and unsteady conduction, explicit and implicit method, direct and diiterative methods of solution, advection-diffusion problems, upwinding and convective schemes, Finite-volume method, vorticity-streamfunction approach, Navier-Stokes equations, MAC and SIMPLE algorithms on staggered grids. ME5411/911 Design Engineering Core Lab I & II Introduction to Matlab, Maple and ANSYS and its application to Statics and Dynamic Analysis. - Variables, scripts, and operations, visualization and programming in Matlab, Maple, and ANSYS, solving equations- linear and nonlinear algebraic equations, systems of linear and nonlinear equations, differentiations/integration, differential equations-ordinary differential equations and partial differential equations, curve fitting. Advanced methods-probability and statistics, monte carlo simulations, simulinks. - Symbolic computation: Application of Maple and Matlab SYM - FEM Based computation: Application of Matlab and Ansys - Model problems related to solid mechanics and vibration. ME5471/971 Thermo-Fluid Engineering Core Lab I & II Introduction to Mat lab and fluent software’s: Basic and Industrial CFD study using the fluent software. Flow visualization and Aerodynamic forces over bodies- Thermal conductivity of the liquids- flow boiling- Fluidized bed combustion- condensation – experiments designed to cover the above. ME5610 Fracture Mechanics Review of elements of solid mechanics; Analysis of stress-strain-constitutive equations; Introduction to fracture mechanics; Crack growth mechanisms; Fracture mechanism; Inglis solution; Griffith’s realization; Energy principles; Energy release rate; Linear elastic fracture mechanics; Stress intensity factor; SIF for general cases – analytical/numerical/experimental; Multi-parameter stress field equation; Elastic plastic fracture mechanics; J-integral definition; Fatigue crack propagation; Evaluation of testing standards. ME5620 Mechatronic Systems Course Objectives: Mechatronics is the discipline that integrates several engineering disciplines such as mechanical, electrical, and computer engineering involved in the design of mechatronic products. This course is intended to impart necessary Courses of Study 135 knowledge in understanding the working of mechatronic products and also assist in the design of mechatronic systems. Course Outline: Overview of mechatronic systems – mathematical modeling of systems – introduction to control – sensors and transducers – signal conditioning – amplification, filtering, analog-to-digital converters and digital-to-analog converters – data presentation systems – actuators – electrical, mechanical, pneumatic, hydraulic – analog electric circuits, operational amplifiers – digital logic circuits, microprocessors, microcontrollers, DSPs, Programmable Logic Controllers – programming in assembly and C – communication interfaces – RTOS – machine vision systems – robotics. ME5630 Nonlinear Oscillation A brief review of linear systems: solution methodology, phase space and stability analysis. - Different types of nonlinear systems and its classification based on the nature of nonlinearity. Nonlinear systems: Modeling of single/multi-degree of freedom dynamical systems with single/multiple inputs, evolution equations obtained from continuous systems, existence of nonlinear resonances (primary/ secondary/ internal/ combination/ sub-combination). - Asymptotic techniques: Regular perturbation (straight forward expansion, Harmonic balance), singular perturbation methods (Lindstedt-Poincare, Averaging), multiple scales (Ordinary and partial differential equations), - Equilibrium stability vs orbital stability of periodic (ultrasubharmonic) and quasiperiodic systems, Introduction to local bifurcation theory (divergence (saddle- node/pitch fork)) and flutter (Hopf),Numerical techniques (integration, sampling (Poincares maps/spectral), bifurcation). - Applications include external/parametric excitation of resonant engineering systems, self-excited oscillatory systems, boundary/field excitation of continuous large scale, micro and nano systems (String/rod/beam, buckling/whirling) - A brief introduction to Chaos. ME5710 CNC & Part Programming Introduction : NC/CNC, CNC machines, Industrial applications of CNC, economic benefits of CNC. CNC Machine Tools: Classification of machine tools, CNC machines tool design, control systems. Position control velocity control and machine tool control, Interpolation and electronics. Data Input: Punched tape, manual data input, tape punch, reader error checking. CNC tooling : Qualified and pre-set tooling, tooling systems, tool setting, automatic tool changers, work holding and setting. Programming: Part programming language, programming procedures, proving part programmes, computer aided part programming. Advances : Advances in CNC programming, integration with CAD, material handling in CNC machines, manufacturing systems. ME5720 Advanced Material Joining Processes Analysis of heat sources for material joining, Parameters in welding and their control, Analysis of 2D,3D heat flow in welds. Modern welding process like EBW, LBW, Diffusion bonding, Ultrasonic welding etc. Pulsed current welding processes. Welding of Ceramics, Plastics, Composites. Weldment design for Pressure vessels, Offshore structures and Subma-rine Pipe lines, Heavy structures. Failure of welds, NDT of welds, Inspection codes for weldments 136 IIT Hyderabad ME5730 Rapid Prototyping & Manufacturing Overview of Rapid Product Development: Product Developing Cycle, Definition of Rapid Product Development, Virtual prototypical and rapid manufacturing technologies, Physical Prototyping & rapid manufacturing technologies, Synergic integration technologies - Rapid Prototyping: Principal of Rapid Prototyping, Various RP technologies, Selection of a suitable RP process for a given application, Status of outstanding issue in RP- accuracy, speed, materials (strength, homogeneity and isotropy), Emerging Trends - Rapid Tooling: Introduction to Rapid Tooling, Indirect Rapid Tooling Processes, Direct Rapid Tooling Processes, Emerging Trends in Rapid Tooling - Reverse Engineering: Data Extraction, Data Processing - Applications and Case Studies: Engineering Applications, Medical Applications - Processing of Polyhedral Data: Polyhedral BRep modeling, Introduction to STL format, Defects and repair of STL files, Overview of the algorithms required for RP&T and Reverse Engineering - Laboratory and Demonstration Sessions: Processing STL files using Magics, QuickSlice and OptilLOM ? reading, repairing, slicing etc.., Making models on FDM RP machine, Demonstration of Silicon Rubber Molding, Demonstration of Epoxy Tooling, Demonstration of Metal Spray Tooling, Demonstration of Hybrid Layered Manufacturing, Exercise on Laminated Tooling ME5810 Advanced Computational Fluid Dynamics Navier-Stokes, Energy equations. Finite-volume method (FVM) on staggered rectilinear grids using MAC, SMAC & SIMPLE. Collocated grids. N-S solutions on structured non- orthogonal grids using FVM and using transformations and Finite-differences. Iterative methods, conjugate gradient method. Navier-Stokes solution on unstructured grids. ME5820 Turbulence Course Outline: This course is intended to introduce the concept of turbulence and turbulence modelling. Theory of Turbulence: Introduction: nature of turbulence, origin of turbulence, length and time scale in turbulent flows - Turbulent Transport of Momentum and Heat - Dynamics of turbulence: kinetic energy of mean flow, turbulence, temperature fluctuations - Free-shear flows - Wall bounded flows CFD Modeling of Turbulence: Useful tool in turbulence modeling: tensor analysis, TDMA method - Turbulence closure problem - RANS method of turbulence modeling - Algebraic models - One-equation modeling - Two-equation modeling - Wall bounded flows: Wall functions & Low-Reynolds number effects - Beyond RANS for turbulence modeling. ME5830 Compressible Fluid Flow Fundamentals of compressible fluid dynamics and application to external and internal flows. Quasi-one-dimensional channel flow, extensions, and analysis of multi- dimensional flows in nozzles, diffusers, and inlets. Forces, moments, and loss generation resulting from compressible fluid flow interactions with aerodynamic shapes in subsonic, supersonic, transonic, and hypersonic flight, shock waves, and vortices. Disturbance behavior in unsteady compressible flow. Courses of Study 137 ME5941 Manufacturing Core Lab Dimensional measurement using metro scope and tool makers microscope; measurements of parts using CMM, roundness tester, cutting force measurement using tool force dynamo meter. Inspection using vision system Experiments in unconventional machining processes - EDM; exercises on surface and solid modelling 11.14. Department of Physics PH1010 Physics I Coordinate transformations, Vectors, Matrices, Gradient, Divergence, Frames of reference ( Galilean invariance, Coriolis force) . Harmonic Oscillator, forced oscillations, Central Force Fields, Equation of Orbits: Motion of Planets and Satellites Orbits, Lagrangian Formalism, Hamilton’s Equation , Special Theory of Relativity, Fluid Mechanics, Euler’s Equation, Bernoulli’s Equation, Navier-Stokes Equation, Travelling waves, Rigid body Dynamics PH1020 Physics II Electrostatics, Electrostatic Field and Flux, Electrostatic Potential, Multipole Moments, Charged Surfaces, Conductors and Capacitance, Electrostatics in Dielectric Media, Magnetic Induction, Ampere’s Law, Vector Potential and Multipole Expansion, Magnetostatics in Matter, Electrodynamics, Electrodynamics: Maxwell’s Equations, Electromagnetic waves, Electromagnetism. PH3112 Quantum Physics Postulates of quantum mechanics. Linear vector spaces. Bra and ket vectors. Completeness,orthonormality,basis sets. Change of basis. Eigenstates and eigenvalues. Position and momentum representations. Wavefunctions, probability densities, probability current. Schrodinger equation.Expectation values. Generalized uncertainty relation. One dimensional potential problems. Particle in a box. Potential barriers.Tunnelling.Linear harmonic oscillator: wavefunction approach and operator approach. Motion in three dimensions. Central potential problem. Orbital angular momentum operators. Spherical harmonics. Eigenvalues of orbital angular momentum operators.The hydrogen atom. Schrodinger and Heisenberg pictures. Heisenberg equation of motion. Interaction picture.Time-independent perturbation theory. Nondegenerate and degenerate cases. Examples. Time-dependent perturbation theory. Transition probabilities. Fermi golden rule.The variational method: simple example. Orbital and spin angular momentum. Angular momentum algebra. Eigenstates and eigenvalues of angular momentum. Addition of angular momenta. Systems of identical particles. Symmetric and antisymmetric wavefunctions. Bosons and Fermions. Pauli's exclusion principle. Quantum Statistics. Introduction to Quantum Information and Quantum Computing. PH3212 Solid State Physics Classification of solids- crystalline and non-crystalline solids – 2D and 3D lattice types – different crystal structures –different types of crystal binding - Diffraction of waves by 138 IIT Hyderabad crystals: Bragg’s law – Reciprocal lattice – Brillouin zones. Free electron gas in 3D- Thermal and transport properties – Hall Effect. Nearly Free Electron model –origin of energy gap - Bloch functions - Electron states and classification in to insulators, conductors and semimetals - Calculation of energy bands – Fermi surface. Mono atomic and di-atomic lattices – Phonon frequencies and density of states – Phonon dispersion curves – Thermal expansion and thermal conductivity. Diamagnetism and Paramagnetism – Hund`s rules – Ferromagnetism and Antiferromagnetism – Ferro magnetic Domains PH4112 Fundamentals of MEMS fabrication Brief introduction to unit processes (Oxidation, Diffusion, Ion Implantation, Metallization, Lithography, Wet Etching, Dry Etching, Chemical mechanical lapping and polishing (CMP), etc.), Evolution of microelectromechanical systems (MEMS), 3D MEMS fabrication methods: Microsteriolithography, Lithographie, Galvanoformung, Abformung (LIGA), Micromachining, etc., Silicon bulk micromachining, Fabrication of MEMS components using wet anisotropic etching, Issues in wet anisotropic etching, Plasma etching, Dry vs. wet etching, Surface micromachining, Stiction problems in surface micromachining, Silicon wafer bonding techniques in MEMS, Few examples of MEMS-based devices, Packaging of MEMS. PH4122 Biological Physics Introduction to cells and bio-molecules, cellular processes, central dogma, cell as a complex machine. Statistical models for cellular processes and dynamics, molecular motors, transcription, translation. Modeling motion at various scales: from sub-cellular molecules to collection of organisms. PH4132 Fundamentals of Semiconductors Physics and Devices Classification of materials, Basic Semiconductor: energy bands, donors and acceptors, carrier concentration, carrier transport, generation recombination processes, basic equations for device operation, P-N junctions: electrostatics, space charge, abrupt and linearly graded, current-voltage and capacitance-voltage characteristics, junction breakdown, Bipolar Transistor: transistor action, current gain, static characteristics, frequency response, transient behaviour, junction breakdown, Metal-Semiconductor contact: Ohmic and non-ohmic, Schottky effect, current-voltage characteristics, metal- insulator-semiconductor (MIS), Metal-Oxide-Semiconductor (MOS) diode, C-V characteristics of MOS, Charge couple devices (CCD). Field Effect Transistor, MISFET, MOSFET, CMOS, Bi-CMOS PH4212 Physics and applications of functional materials Introduction to Functional Materials, Structure of typical materials, Ferroelectricity, Piezoelectricity, Pyroelectricity, dielectric , electrooptic effect, multiferroic materials, Magnetoresistance (GMR, CMR etc), magnetocaloric materials, Magnetostriction, Spintronics, Magnetic sensors, Recent updates at each step, Nano-X (X = materials, wires, tubes, dots , magnetism, etc), Courses of Study 139 PH4222 Thin Film Science and Technology Introduction of thin film deposition techniques: Thermal evaporation, E-beam evaporation, RF sputtering, DC sputtering, Chemical Vapor Deposition (CVD), Spin coating, Electrolytic deposition, Molecular beam epitaxy, Spray Pyrolysis, Laser ablation method, etc., Thin film characterization, Thickness measurement and monitoring: electrical, mechanical, optical interference, microbalane, quartz crystal methods. Mechanical properties of films: elastic and plastic behavior, Optical properties: Reflectance and transmittance spectra, Multilayer films, Anisotropic and isotropic films, Electric properties to films: Conductivity in metal, semiconductor and insulating films, Thin film devices: fabrication and applications. PH4232 Introduction to Astroparticle Physics Special Theory of Relativity, Introduction to General Relativity, Elementary Standard Model of particle physics, Energy Budget of the Universe, Standard Model of Cosmology, Particle kinematics in FRW metric, Friedmann Equation, Dynamics of FRW Universe, Red-shift, Thermodynamics in the early Universe, Boltzmann distribution and decoupling temperature of massive particles, neutrino decoupling temperature and summary of Big-Bang Cosmology, Big-Bang Nucleosynthesis and Baryon-to-photon ratio, Dark Matter and its relic abundance, Out-of-equilibrium decay of heavy particles, Baryogenesis. Early Universe Phase transitions in analogy to condensed matter systems, Introduction to inflationary cosmology, Dark Energy. PH4312 Modern Optics Geometrical optics, Ray optics postulates, Wave optics and Maxwells equations, propagation of light, dual nature of light, Gaussian optics, Optical components, Lasers, Einstein’s Equations, two-three four level systems, practical laser system examples, Scalar diffraction theory, Fresnel, Fraunhofer diffraction, diffraction from single, multiple slits, circular apertures, Fourier optics and applications, Optical imaging system, point spread function and transfer function, Lens as a Fourier transformer, Cocepts of Optical information processing: spatial filtering, Abbe Porter Experiment, Phase contrast, Optical correlators. liquid crystals Spatial light modulators and applications, Coherence, Interference of light, interferometers and applications, concepts of holography. PH5110 Classical Mechanics Degrees of freedom, generalised coordinates and constraints. Calculus of variation and Lagrange's equations, conservation laws, Hamilton's equations, Legendre transformation, Central force problem, Kepler problem, Scattering, Rigid body motion, Euler angles and equations, Oscillations, small oscillations, normal modes, Canonical transformations, Poisson brackets, conservations laws. PH5120 Mathematical Physics- I Vector Analysis; Operators and Matrix Analysis; Functions of Complex variables; Fourier series; Integral Transforms and equations 140 IIT Hyderabad PH5130 Quantum Mechanics- I Basic principles of quantum mechanics. Probabilities and probability amplitudes. Linear vector spaces. Bra and ket vectors. Completeness, orthonormality,basis sets. Change of basis. Eigenstates and eigenvalues. Position and momentum representation. Schrodinger equation.Expectation values. Generalized uncertainty relation. One dimensional potential problems. Particle in a box. Potential barriers. Tunnelling. Linear Harmonic oscillator: wavefunction approach and operator approach. Motion in three dimensions. Central potential problem. Orbital angular momentum operators. Spherical harmonics. Eigenvalues of orbital angular momentum operators.The hydrogen atom. A Charged particle in a uniform constant magnetic field, energy eigenvalues and eigenfunctions. Schrodinger and Heisenberg pictures. Heisenberg equation of motion. Interaction picture. Semiclassical approximation: the WKB method Time-independent perturbation theory. Nondegenerate and degenerate cases. Examples. Time-dependent perturbation theory. Transition probabilities Sudden and adiabatic approximations. Fermi golden rule. The variational method PH5140 Electronics Introduction, Thevenin’s Theorem, Norton’s Theorem, Energy levels and Energy Bands, Semiconductors, Diode Theory, Rectifiers, Optoelectronics devices (LED, Photodiode, Laser Diode), Transistors (BJT, JFET, MOSFET, UJT, etc.), Voltage and Power amplifiers, Differential Amplifiers, Operational amplifiers. Basic logic gates, Boolean algebra, combinational logic gates, Flip flops PH5210 Electrodynamics ElectroMagnetic Potentials: Electric field and potential- Conductors – Laplace`s equation- Multipole expansion- polarization-dielectrics- Magnetostatics- Magnetic vector potential- Gauge Transformations, Electromagnetic Fields and Matter: Electric Polarisation and Displacement - Magnetisation and the Magnetising Field - Energy and Momentum, ElectroMagnetic Waves: The Wave equations, Plane Waves- Electromagnetic waves in insulators- Electromagnetic waves in conductors- potentials and fields- dipole radiation- radiation from point charge PH5220 Mathematical Physics – II Special Functions; Ordinary differential equations; Partial differential equations; Group theory and applications; Nonlinear Methods PH5230 Quantum Mechanics- II Orbital and spin angular momentum. Angular momentum algebra. Eigenstates and eigenvalues of angular momentum. Addition of angular momenta. ClebschGordon coefficients. Irreducible tensor operators and the Wigner-Eckart theorem. Systems of identical particles. Symmetric and antisymmetricwavefunctions. Bosons and Fermions. Pauli's exclusion principle. Second quantization, occupation number representation. Nonrelativistic scattering theory. Scattering amplitude and cross-section.The integral equation for scattering. Born approximation. Partial wave analysis. The optical theorem. Elements of relativistic quantum mechanics. The Klein-Gordon equation.The Courses of Study 141 Dirac equation. Dirac matrices,spinors. Positive and negative energy solutions, physical interpretation. Nonrelativistic limit of the Dirac equation. PH5240 Statistical Mechanics Review of thermodynamics and kinetic theory, connection between statistical mechanics and thermodynamics. Phase space, ergodicity, Liouville’s theorem, microcanonical, canonical and grand canonical ensembles, energy and density fluctuations and the connection between the ensembles. Quantum Boltzmann statistics and its applications to ideal gas. Bose Einstein statistics, blackbody radiation, Bose condensation. Fermi Dirac statistics, Fermi gas and applications. PH5250 Modern Optics Geometrical optics, Ray optics postulates, Wave optics and Maxwells equations, propagation of light, dual nature of light, Gaussian optics, Optical components, Lasers, Einstein’s Equations, two-three four level systems, practical laser system examples, Scalar diffraction theory, Fresnel, Fraunhofer diffraction, diffraction from single, multiple slits, circular apertures, Fourier optics and applications, Optical imaging system, point spread function and transfer function, Lens as a Fourier transformer, Cocepts of Optical information processing: spatial filtering, Abbe Porter Experiment, Phase contrast, Optical correlators. liquid crystals Spatial light modulators and applications, Coherence, Interference of light, interferometers and applications, concepts of holography, holographic recording and reconstruction, types of holograms, Wave propagation in anisotropic media, Polarization of light, Uniaxial crystals, polarizing components, waveplates. PH5310 Solid State Physics Periodic structure and symmetry of crystals –Diffraction – Reciprocal lattice –Lattice Dynamics: Thermal properties- Free electron gas in 3D- thermal and transport properties – Hall Effect- Nearly Free Electron model –origin of energy gap - Bloch functions - semiconductors – impurities- magnetism PH5320 Particle Physics Forces in nature, Classification of particles, Quark contents of hadrons, particle quantum numbers. Gell-mann Nishijima formula. Relativistic Kinematics, Scattering amplitudes, Differential and total cross sections, decay rates and life times. Breit- Wigner formula. Continuous Symmetries and conserbvation laws. Discret symmetries. CPT theorem. Introduction to Accelerators. Physics of Particle Detectors. Compton and Bhabha scattering. Higher order corrections, Weak processes, pion decay, GIM mechanism, parity violation, CP violation, Quark mixing, CKM matrix, Neutrino Physics, Elements of Quantum Chromodyanamics, Electroweak interactions, Symmetry breaking and Higgs mechanism. Standard model of particle Physics and Physics of beyond standard model. PH5330 Experimental Techniques Vacuum Technology, Cryogenics, X-ray and Neutron diffraction, Spectroscopic Techniques, Magnetic Characterizations, and other advanced techniques, Detail discus- 142 IIT Hyderabad -sion on some of these characterizations on special materials. PH6310 Advanced Statistical Mechanics Phase transitions, scaling theory. Landau mean field theory and mean-field approximation. Spontaneous symmetry breaking and Goldstone modes. Renormalization group, RG equations and flows. Lattice models. Markov process, master equation. Fluctuation-dissipation theorem, Fokker-Planck and Langevin equations PH6320 Quantum Field Theory Review of Classical Fields, Canonical quantization, Complex scalar fields, Charge conservation, Charge Conjugation, Feynman propagator. Dirac Equation, Quantization of Electromagnetic fields. Gauge invariance. Elements of Quantum Electrodynamics. Feynman rules and Feynman diagram for spinor electrodynamics. Lowest order cross- sections for electron-electron, electron-positron and electron-photon scattering. Elementary treatment of Self energy and radiative corrections, divergence and renormalization. PH6330 Quantum Optics Quantization of radiation field, Coherent sates, Quantum theory of laser. Photon coherence. Statistical optics of photons. Photon distribution of coherent and chaotic light, Quantum mechanical photon counting distribution. Super radiance. Diecke’s theory. Photon echoes, Quantum beats, Quantum chaos and instability hierarchies of laser light. Squeezed state of light. PH6340 Semiconductor Physics & Devices Band Theory, F-D statistics, Semiconductors in Equilibrium, Carrier Transport in Semiconductors, Life time, mobility, carrier concentration, Doped and Undoped Semiconductors, Physics of Junction Devices, Basic equations for device operation, P-N junctions, Metal-semiconductor (Schottky junction) & Semiconductor heterojunctions, Physics of bipolar devices, PNP and NPN transistors, Fundamentals of MOS and Field effect Devices, MOSFET, CMOS, Bi-CMOS, Metal Semiconductor contacts (Schottky diodes) and MESFET. LED, Semiconductor LASER, Photodiode. PH6350 Magnetism and Magnetic Materials Magnetic moment, angular momentum, precession, Bohr magneton, magnetization and fields, permeability, susceptibility, demagnetization field. Quantum mechanics of a spin, orbital and spin angular momentum, coupling of two spins Origin of magnetism in materials, atom in a magnetic field, magnetic susceptibility, ground state of an ion and Hund’s rule, crystal fields, orbital quenching. Classification of magnetic materials, Langevin diamagnetism, paramagnetism, ferromagnetism, ferromagnetism in insulators, ferromagnetism in metals, antiferromagnetism, ferrimagnetism, magnetic frustration, spin- glasses and ferromagnetic resonance; spinwaves. Exchange interactions, direct and indirect exchange, double exchange, anisotropic exchange interaction. Magnetic hysteresis, barkhausen effect, domains, domain walls, magnetic anisotropy, magnetostriction, transducers and different types of ferromagnetic Courses of Study 143 materials for applications, amorphous magnetic materials, magneto optics. Magnetic sensors, soft and hard magnetic materials, eddy currents and different magnetic alloys, magnetic circuits and reluctance, exchange bias, thermodynamics of magnetic materials, SQUID and MRI PH6360 Light-Matter Interaction and Lasers Hydrogen like atoms (one electron systems), Structure of Multi-Electron atoms and Molecules. External Electric and Magnetic field, Stark Effect: Linear and Quadratic Zeeman Effect, Hyperfine Structure: Magnetic interaction , Hyperfine Zeeman Effect, Electric Quadrupole Correction, Free Electron Wave function, Radiative transition, One Photon and two photon transition, Transition rate: Fermi Golden Rule, Degeneracy, Transition Strength: Emission Strength (line strength, Oscillator Strength, Cross Section) and Absorption Strength, Selection Rules for Atomic Transitions, Atomic Spectra: Autoionisation, Photoionisation with intense lasers, Non- Linear Optics: Second Harmonic Generation, Electrooptic effect, Parametric Generation, Third-order nonlinear effect, Lasers: Laser Oscillator, Gain Medium, Types of Lasers, Modes, Efficiency, Short pulse Generation (QSwitching, mode locking), High Harmonic Generation PH6370 Astro-particle Physics Special Theory of Relativity, Introduction to General Relativity, Elementary Standard Model of particle physics, Energy Budget of the Universe, Standard Model of Cosmology, Particle kinematics in FRW metric, Friedmann Equation, Dynamics of FRW Universe, Red-shift, Thermodynamics in the early Universe, Boltzmann distribution and decoupling temperature of massive particles, neutrino decoupling temperature and summary of Big-Bang Cosmology, Big-Bang Nucleosynthesis and Baryon-to-photon ratio, Dark Matter and its relic abundance, Out-of-equilibrium decay of heavy particles, Baryogenesis. Early Universe Phase transitions in analogy to condensed matter systems, Introduction to inflationary cosmology, Dark Energy, CMBR, Project work on Astroparticle physics. PH6410 Biological Physics Introduction to cells and bio-molecules, cellular processes, central dogma, cell as a complex machine. Statistical models for cellular processes and dynamics, molecular motors, transcription, translation. Modeling motion at various scales: from sub-cellular molecules to collection of organisms. PH6420 Many body Techniques in Condensed Matter Physics Collective Quantum Fields ; Second-quantization; Greens Functions; Feynman Diagrams; Finite Temperature Many Body Physics; Fluctuation Dissipation Theorem and Linear Response Theory; Electron transport Theory; Path Integrals and Phase transitions PH6430 Computational Material Science Bonding in solids-defects and dislocations- material properties- phase transformations in solids - structural stability - Schrodinger equation - various approximations - Density 144 IIT Hyderabad Functional Theory – Introduction to electronic structure methods- Applications PH6440 Advanced Solid State Physics Phonons & Second-quantization; Greens Functions & Feynman Diagrams; Microscopic theory of Superconductivity; Quantum transport of electrons; Integer & Fractional Quantum Hall Effect; Theory of localization; Mesoscopic Physics; Renormalization group, Critical fluctuations and Phase Transition. PH6450 MEMS and Microsystem Technology Brief Introduction to Integrated Circuit (IC) Technology, Evolution of MEMS/Microsystems, Microsteriolithography (µSL), Lithographie, Galvanoformung, Abformung (LIGA), Micromachining, Types of micromachining, Bulk micromachining, Wet chemical based silicon micromachining, Deep reactive Ion Etching (DRIE), Surface Micromachining, Issues in surface micromachining, Front-to-Back Alignment, Wafer Bonding, Materials for MEMS: SU-8, PDMS, Piezoelectric, Piezoresistive etc., Packaging of MEMS, Applications of MEMS: Pressure Sensors, Accelerometers, RF switch, Vibration/displacement sensors, etc. PH6460 Advanced Functional materials Introduction to Functional Materials, Processing methods (Bulk and Thin films) and Characterization techniques (XRD, SEM, etc.) in brief, Structure of typical materials, Ferroelectricity, Piezoelectricity, Pyroelectricity, dielectric , electrooptic effect, multiferroic materials, Impedance spectroscopy, Introduction to magnetism in brief, Magnetoresistance (GMR, CMR etc), magnetocaloric materials, Magnetostriction, Spintronics, Magnetic Recording, Magnetic sensors, Thermoelectricity and related effects, Seebak effect, thermoelectric materials, thermoelectric generator, Figure of Merit, Recent updates at each step, , Composite or Hybrid materials , Nano-X (X = materials, wires, tubes, dots , magnetism, etc), Special topics: Optoelectronics, Superconductive electronics PH6470 Advanced Particle Physics Symmetries and Conservations Laws, Noether’s theorem, QED processes, Self energy Corrections, Renormalization, QCD, Parton Model, Electroweak theory, Spontaneous Symmetry Breaking, Grand Unified Theories, Beyond the Standard Model, Gravitation and Cosmology. PH6480 Quantum Computation and Quantum Information Review of Quantum Mechanics, Classical logic gate operations. Single and multiple qubit quantum gates, Bell states and entanglement. Reduce density matrix. Schmidt decomposition. EPR and Bell’s inequality. Ideas on quantum teleportation. Quantum parallelism. Deutsch algorithm. Shor’s factoring algorithm. Principles of quantum search algorithm. Grover’s alogorithm. Nuclear magnetic resonance and NMR computing. Classical information theory. Shannon’s coding theorem, Von Neumann entropy. Entropy of entanglement. Quantum Noise. Krauss operators. Elements of quantum state tomography and quantum cryptography. Courses of Study 145 PH 6490 Nanomagnetism and Spintronics Importance of nanoscience and nanotechnology, giant magnetoresistance (GMR), manipulation of the spin, Origin of magnetism, diamagnetism, paramagnetism, ferromagnetism, antiferromagnetism and ferrimagnetism. Correlation lengths, magnetic domains and single domain particles, magnetic nanoparticles and superparamagnetism. Preparation and nanostructure of magnetic thin films and multilayers, magnetism at surfaces, interfaces and thinfilms, Exchange bias and their training effect. Spin transistor, combination of ferromagnets and semiconductors, spin injection into a semiconductor, dilute magnetic semiconductors, Magnetic storage devices, magnetoresistance phenomena, micromagnetics and magnetization dynamics, racetrack memory, spin torque oscillators, spin valve, magnetic random access memory. New frontiers of magnetism and spintronics PH7010 Classical Physics Problem oriented review of mechanics and methods of mathematical physics: vector analysis, tensors, special functions, linear vector spaces, matrices, complex variables, particle mechanics, system of particles, rigid body motion, Lagrangian and Hamiltonian formulation, special relativity, Problem-oriented review of electromagnetism, optics and thermodynamics: electric fields, potentials, Gauss’s law, dielectrics, magnetic fields, Ampére’s law, Faraday’s law, Maxwell’s equations, electromagnetic waves, interference, diffraction, polarization PH7020 Quantum Physics Problem-oriented review of basic quantum mechanics: Schrödinger equation, simple potential problems, quantum dynamics, angular momentum, perturbation theory, scattering, applications to atoms and molecules. Statistical mechanics, deuteron problem, nuclear scattering, alpha and beta decay, elementary particle phenomenology, crystal structure, symmetry. PH7050 Electronic structure theory and Applications Schrodinger equation – One electron approximation- Born-Oppenheimer approximation- Hartree and Hartree-Fock approximation, Density Functional Theory (DFT) - introduction, Local density approximation (LDA), Generalised Gradient approximation (GGA) Band theory of Solids- electrons in periodic solids- Bloch`s theorem, Nearly free electron model, energy bands, Fermi surface - Various tight binding methods- APW, OPW, Pseudo-potential method, LMTO method and the Full Potential methods Relativistic effects on band structure calculations- Beyond the Local Density Approximatuion (LDA), Hubbard Hamiltonian, self- interaction correction and GW formalism Applications – Understanding Material properties- optical and opto electronic materials – phonons and optical properties, interband transitions and Raman spectra, phase transitions and soft modes Magnetic materials – Para, Ferro and Anti- ferro magnetic materials, Magnons and spin waves, Domain wall and Bloch wall Superconductivity – BCS theory and high Tc superconductors, dielectric constant, susceptibility and ferroelectric materials Documents Similar To Course of Study 2014 IITHSkip carouselcarousel previouscarousel nextHealth Policy and Systems Research; A Methodology ReaderSegmentation and Tracking in High-Throughput BioimagingThe Finite Difference Time Domain Method for Computational ElectromagneticsPhotonic Spie Course 2012Ultra-Wideband Radio Propagation ChannelsUCLA Engineering 2011 Faculty Expertise DirectoryThree Dimensional Finite Difference Time Domain Simulations of Photonic Crystals_thesisManual for Measuring Occupational Electric and Magnetic Field ExposuresAnalysis and Design of Integrated Circuit42636489 Computer Explorations in Signals and SystemsDigital ImagingFdfd Photonics ThAnalysisTmp 1733FDTD CUDAFDTD with Mur ABCCigre Report 543Polaritonics or PolaritronicsUltra High Field Magnetic Resonance ImagingCarbon-13 Nuclear Magnetic Resonance Coupled Relaxation Studies of Macromolecular DynamicsElectrical Networks and RESONANCE SQA.Talk.017 BNL Optical Modeling Beyond Ray TracingMethods for MRI Rf Pulse DesignMagnetic MathInternational Comparison of Ten Medical Regulatory SystemsFDTD Computational Electromagnetics Modeling of Microcavity Lasers and Resonant Optical StructuresNano-photonic Light Trapping In Thin Film Solar CellsUnderstanding the Finite-Difference Time-Domain MethodThe Mathmaticsl of Medical ImagingMagnetic Alloys and FerritesMore From Sukanta DasSkip carouselcarousel previouscarousel next2_7.pdfChapter 10 PID MTech Curriculam (2014 Batch)Cylinder DesignSample TEST PAPER Versant English Placement Test WatermarkAdvertisement 2017dme-2-by-v-b-bhandari.pdfappliedthermodyn028674mbp.pdfMMC SyllabusTransfer FuctionLession Plan EMechState Bank of India Approved Project in BhubaneswareME Courses SyllabusKulkarni 1991Design_of_IC_Engine_and_Worm_&_Worm_Gear.pdfAnsysid.designerBasic Hamiltonian MechanicsMIT2 003SCF11 LagrangeSMITAutomotive SamplePh106ab Notes-basic NotesIIT-ActGATE 2013 BrochureDr G R Damodaran College of Science - MCQTapas CdriPresentation on HeLa Cells1Assignment TOMChallan SDdasFooter MenuBack To TopAboutAbout ScribdPressOur blogJoin our team!Contact UsJoin todayInvite FriendsGiftsLegalTermsPrivacyCopyrightSupportHelp / FAQAccessibilityPurchase helpAdChoicesPublishersSocial MediaCopyright © 2018 Scribd Inc. .Browse Books.Site Directory.Site Language: English中文EspañolالعربيةPortuguês日本語DeutschFrançaisTurkceРусский языкTiếng việtJęzyk polskiBahasa indonesiaSign up to vote on this titleUsefulNot usefulMaster Your Semester with Scribd & The New York TimesSpecial offer for students: Only $4.99/month.Master Your Semester with a Special Offer from Scribd & The New York TimesRead Free for 30 DaysCancel anytime.Read Free for 30 DaysYou're Reading a Free PreviewDownloadClose DialogAre you sure?This action might not be possible to undo. 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