MLL213
| MLL213 | |
|---|---|
| Materials Modelling | |
| Credits | 3 |
| Structure | 1-0-4 |
| Pre-requisites | COL100, MTL107 |
| Overlaps | |
MLL213 : Materials Modelling
Data analysis and data acquisition, Finite element difference and finite element methods, Applications to structure, thermodynamics and phase transformations. Monte-carlo simulations and integration: Random walk model, Metropolis algorithm,, Examples of the Monte Carlo Method in Materials Science. Molecular Dynamics: State Variables or Dependent Variables, Equations of State, Models of Interatomic Potentials, Equations of Motion and integration of the Equations of Motion, Linear and Non-linear regression, Introduction to Machine learning.