Projects

Performance and Cost Assessment of Machine Learning Interatomic Potentials

Recreated the results of Spectral Neighbour Analysis Potential (SNAP) for Mo, Si, Ni, and Cu in Performance and Cost Assessment of Machine Learning Interatomic Potentials by Y. Zuo et al.

Bayesian Online Changepoint Detection

Python implementation of Bayesian Online Changepoint Detection, Adams, R. P., & MacKay, D. J. C. (2007)

Generation of 2-D digital microstructures

An interactive MATLAB script which generates the evolution of a 2-D digital microstructure based on the input provided by the user

Reconstruction of a microstructure using PCA

MATLAB implementation of Principal Component Analysis (PCA) for reconstruction of a microstructure image

Tensor Transformation

Transformation of a second-rank tensor in Python & Octave/MATLAB

Numerical Solution of 1-D Schrödinger’s equation

Implementing finite difference method in MATLAB to numerically solve 1-D time-independent Schrödinger’s equation