M.Sc.
SEMESTER I
SC-101 Principles of Programming Languages I
SC-102 Software Engineering
SC-103 Advanced Database Management Concepts
SC-104 Mathematics For Scientific Computing
SC-105 Computational Laboratory I
SEMESTER II
SC-201 Principles of Programming Languages II
SC-202 Operating System Concepts
SC-203 Elective
SC-204 Numerical Methods for Scientific Computing I
SC-205 Computational Laboratory II
SEMESTER III
SC-301 Network Concepts
SC-302 Scientific Visualization
SC-303 Elective
SC-304 Numerical Methods for Scientific Computing II
SC-305 Elective
SEMESTER IV
SC-401 Industrial Training
Courses Offered in Semester I
Principles of Programming Languages I : Introduction and Motivation Algorithm Analysis Techniques, Algorithm Design
Techniques, Graph Theory, NP-Completeness.
Software Engineering : Introduction to software engineering, The software process, Software
engineering practice, Software constructions and implementation, Advance
topics in software engineering
Advanced Database Management Concept(ADBMC) : Review of Database management concepts. Data storage, Database file
structure and Implementation of Indexes Query processing and optimization
Transaction management Parallel and distributed databases Object oriented
database design Data Mining
Mathematics for Scientific Computing : Functions, Limits, Continuity, Differentiation & Integration Linear Algebra
and Matrices Infinite Series Fourier Series and Fourier Integral Ordinary
Differential Equations Partial Differentiation Vector Analysis
Computational Laboratory I : Experts from industry will guide projects, which will be based on current
technologies.
Courses Offered in Semester II
Principles of Programming Languages II
C++
Basic Facilities Data types,Variables, declarations Pointers and arrays and
Structures Dynamic memory. Expressions and statements Various Types Of
Functions (Inline, Friend etc) Namespases and Exceptions Concept Of Classes,
Types of Classes. Encapsulation, Conversions, type Promotion, Default
Arguments And Type Casts. Operator Overloading Inheritance, Virtual
Functions. Templates. Exception Handling.
LISP
Introduction, The LISP Programming Language, Pattern Matching, Knowledge
Representation Searching
Operating System Concepts : Introduction to UNIX Implementation of buffer cache File system, Process,
Process Scheduler, Memory Mangement Techniques Time and Clock, I/O
Subsystems, Interprocess Communication, and thread communication.
Numerical Methods for Scientific Computing I : Number Systems and errors Linear Equations Algebraic eigenvalue problem
Curve Fitting and Functional approximation Numerical Differentiation &
Integration
Computational Laboratory II : Experts from industry will guide projects, which will be based on current
technologies.
Courses Offered in Semester III
Network Concepts : Review of basic concepts of Data Communication, Transport and Session
Protocols, Internetworking, Presentation Layer, Application Layer, Fiber
Optic Networks, Satellite Networks
Scientific Visualization : Introduction to computer graphics, Raster graphics techniques, Vectors and
their use in graphics, Transformation of pictures, 3-D viewing with
synthetic camera, 3-D graphics, Write Frame Models, Hidden Line and Surface
Removal, Backface Culling, Light and Shading Models , Rendering Polygonal
Masks Flat, gouraud, phone shading, Ray Tracing, Introduction to multimedia
and animation
Numerical Methods for Scientific Computing II
Numerical Differentiation and Integration, Numerical Methods for Ordinary
Differential Equations, Optimization - Golden Search Methods, Brents
procedure, quasi-Newton Methods, Direction Set Methods
Elective Courses
EL-I Parallel Computing and Grid Computing : Introduction Solving Problem in parallel Structure of parallel computers
Programming parallel computers Case Studies Grid Computing
EL-II Application of Computers to Chemistry : Computational Chemistry, Fundamentals of Chemistry, Molecular
Representations and Search Molecular Graphics and fitting Force Field (FF)
Methods Classical energy minimization techniques Conformational Analysis,
Semi-empirical QM calculations Molecular Docking Molecular Descriptors
Quantitative Structure Activity, Relationship Futuristic modeling techniques
EL-III Statistical Computing : Introduction to statistical computing, Random Number Generation, Monte Carlo
Methods, Non-linear Statistical Methods, Multiple Linear Regression Analysis
EL-IV Computer Applications in Physics : Monte Carlo Methods, Numerical Solutions of Schrodinger equations,
Electronic Structure Calculation on simple solids, Classical Molecular
Dynamics
EL-V Biological Sequence Analysis : Analysis of DNA and Protein sequence, Sequence alignment, Fragment assembly,
Genome sequence assembly, Neural network concepts and secondary structure
prediction Probabilistic models, Evolutionary analysis
EL-VI Modelling of Biological Systems : Concepts and principles of modeling. Limitations of models, Models of
behavior, Modeling in Epidemiology and Public Health SIR models
EL-VII Artificial Intelligence : Introduction to Artificial Intelligence Game playing Knowledge
representation using predicate logic Knowledge representation using non
monotonic logic Planning Perception Learning Neural Networks Natural
language processing Expert system
EL-VIII Software Testing : Introduction to software testing and analysis, Specification-based testing
techniques, Code-based testing techniques, Unit testing, Integration
testing, OO-oriented testing, Model-based testing, Static analysis, Dynamic
analysis, Regression testing, Methods of test data generation and
validation, Program slicing and its application, Reliability analysis,
Formal methods; verification methods; oracles, System and acceptance testing
EL-IX Soft Computing : Fuzzy logic, Neural Networks, Genetic Algorithms
EL-X Design Concepts and Modeling : Introduction to design process, Inception phase, Elaboration phase,
Construction phase, Transition phase
Semester IV
Industrial Training : At the end of the FOURTH semester, student will be examined in the course
R&D/Industrial Training.
Interdisciplinary School Of Scientific
Computing (ISSC) -
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