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Modeling and Simulation Lab (MA39206)

L-T-P: 0-0-3   |   Credits: 2

Prerequisites:

  • Ordinary Differential Equations
  • Partial Differential Equations
  • Mathematical Modeling

Syllabus

1. Population Dynamics Models

  • Numerical simulation of simple one-variable population models and continuous growth models.
  • Simulations of delay models and age distribution models.
  • Linear stability analysis of nonlinear systems.
    [2 Labs]

2. Ecological Models

  • Simulation of Predator–Prey Models: Lotka–Volterra Systems.
  • Complexity and stability analysis of predator–prey models with limit cycles.
  • Periodic behavior and parameter domains of stability in competition models.
    [2 Labs]

3. Epidemiology Models

  • Simulation of epidemic models: SIS, SIR Epidemics, and SIR Endemics in MATLAB.
  • Tumor models: Simulation of tumor spread and invasion in the human brain.
  • Numerical computation for different treatment scenarios.
    [2 Labs]

4. Numerical Simulation of Physical Processes

  • Linear elasticity problems and Hooke’s Law.
  • 2D Inviscid flow models: Simulation of streamlines, streaklines, and pathlines.
  • Viscous flow models: Navier-Stokes Flow, Newtonian and Non-Newtonian flow through pipes (Hagen-Poiseuille flow, Couette flow).
    [5 Labs]

5. Simulation of Diffusion-Reaction Processes

  • Chemical reactions and the Mass Action Law.
  • Kinetic reactions: 0th, 1st, and nth order.
  • Convection-reaction-diffusion models.
  • Heat conduction and solute dispersion.
  • Exact solutions of convection-diffusion-reaction models.
    [2 Labs]

References

  1. C. Eck, H. Garcke, and P. Knabner: Mathematical Modeling, Springer, 2017.
  2. R. Temam and A.M. Miranville: Mathematical Modelling in Continuum Mechanics, Cambridge University Press, 2001.
  3. J.D. Murray: Mathematical Biology Vol. I & II.
  4. A. Friedman and C. Chou: Introduction to Mathematical Biology.

How to Use this Repository

Clone this repository:

git clone https://github.com/Samya-S/Modeling-and-Simulation-Lab.git

License

This project is licensed under the MIT License - see the LICENSE file for details.