An intuitive modeling interface for infinite-dimensional optimization problems.

A shape optimisation toolbox built on the Firedrake finite element library.

Notebooks on production optimisation and history matching

Part of my PhD project on optimal controller and actuator design for nonlinear models is discussed here. For full discussion please see my PhD thesis:

A workbook for investigating constrained neural networks in PyTorch

This code computes the bottom topography in a water channel.