Scientific Computing

Numerical optimization using the Newton conjugate gradient method

Studying and implementing the Newton conjugate gradient method in SciPy.

Julia DifferentialEquations.jl to model an explosion load

Modeling a single degree of freedom structural response to an explosion load.

Regularization of ill-posed problems

Implementing Tikhonov regularization (weight decay/ridge regression) in Python to solve ill-posed problems.

Exploring Fractals

Generating and exloring fractal structures with Python and Numba.

Python and VTK scientific visualisation

Visualising scientific data using VTK.