MLL213 Materials Modelling

Credits: 3 (1-0-4)

Prerequisites: COL100, MTL107

Description

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.

Prerequisite Tree

flowchart TD
MLL213-481[MLL213]
MLL213-481 --> COL100-481[COL100]
MLL213-481 --> MTL107-481[MTL107]

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