PTED
The Permutation Test using the Energy Distance (PTED) is a powerful multi-dimensional two sample test.
Software
I develop open-source scientific software for the astronomy community. All projects are freely available on GitHub.
caskade
caskade is a Python library for constructing modular, differentiable scientific simulators with automatic parameter tracking and Bayesian inference integration.
Caustics
Caustics is a GPU-accelerated Python package for strong gravitational lensing forward modelling, enabling fast simulation and inference for large-scale lensing surveys.
AstroPhot
AstroPhot is a Python package for simultaneous multi-band, multi-object photometric fitting of astronomical images using automatic differentiation and GPU acceleration.
AutoProf
AutoProf is an automated pipeline for extracting non-parametric surface brightness profiles from galaxy images, designed to scale to the large datasets of modern wide-field surveys.