B.E Artificial Intelligence and Machine Learning Physics for Emerging Fields Syllabus - Mumbai University
This is the First Year AI-ML syllabus under NEP 2020, in force from the academic year 2024-25. The University still sets the earlier Choice Based papers alongside it for ATKT candidates, so check which scheme your exam form names before you revise.
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Syllabus for Physics for Emerging Fields
Module 0: Prerequisite
- P-n- junction, working principle of optical fibre, Basics of sound, electric field, magnetic field, conductivity, mobility, Basics of Crystal Physics (Unit cell, Space lattice, Crystal systems), X-rays, Frequency ranges in electromagnetic spectrum, classification of sound, Electrostatic focusing, magneto-static focusing.
Module I: solar Energy
- Conversion of solar Energy in to Electricity ,PhotovoltaicEffect and Solar Cells working principle , Types of Solar Cells , Series & parallel solar cell connections . Applications of Solar system .
Module II: OPTICAL Imaging
- Imaging sensors CCD , CMOS construction and working , Image formation .(Monochrome and Colour) Chromaticity diagram , Chromaticity coordinates, Colour Measurement & colour matching
Module III: Micro Electro - Mechanical Systems
- Overview of MEMS , Intrinsic Characteristics of MEMS , Microsensors and microactuators , Materials for MEMS (Silicon , polymer , Metal) , Packaging and encapsulation of MEMS .
Module IV: Fuel Cell
- Introduction , Classification of Fuel cell Construction & working of Alkaline Fuel cell,Molten carbonate fuel cell , Polymer electrolyte membrane Cell , Solid OXide fuel cell .
Module V: Energy harvesting
- Piezoelectric Effect , Materials and models for Piezoelectric effect ,Piezoelectric Electricity generator , energy harvesting application , human power
Module VI: Nanocomputing
- Nanocomputer Introduction , Nano computer Building block , DNA Carbon nanotubes and nanowires,CHEMICALLY ASSEMBLED ELECTRONIC NANOTECHNOLOGY (CAEN)
Text Books
- 1 Terrestrial Solar Photovoltaics : Tapan Bhattacharya : Narosa Publication House
- 2 Essential Principles of Image Sensors: by Takao Kuroda : oreilly Publication
- 3 Fuel cells from fundamentals to Applications By S Srinivasan , L. Krishnana, C Marozzi, Springer
- 4 Piezo electric Energy Harvesting Willey
- 5 Designing Nano computer https://rguir.inflibnet.ac.in/bitstream/123456789/16635/1/9781984664167.pdf
- 6 Digital Image Processing - Rafael C. Gonzalez, Richard E. Woods, Pearson Prentice Hall
- 8 Instrumentation & Measurement Techniques by Albert D. Helfrick& William D. Cooper (PHI) Edition
- 9 A Textbook of Nanoscience and Nanotechnology, T. Pradeep Tata McGraw Hill Education Pvt. Ltd., 2012
- 1 Handbook of Modern Sensors Physics design and application- Jacob Fraden, Springer, AIP press.
- 2 Fundamentals of Physics, Halliday and Resnick, Wiley publication
- 3 Textbook of and Nanoscience Nanotechnology - B S Murty, S Shankar, Springer Universities Press
Reproduced from the University of Mumbai syllabus for B.E. (Artificial Intelligence and Machine Learning) under NEP 2020, in force from the academic year 2024-25. Wording is as printed in that syllabus. Module numbering is as printed there too.
The complete syllabus
This subject is cut from the University circular for its year. Open a document here if you want the whole thing rather than a single subject.