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Hello

🔭 Right now I'm working on ...

  • my phd thesis and accompanying code

🔜 In the pipeline ...

  • generative AI in physics undergraduate degrees

🔥 On the back burner ...

  • pyrex: Python tools for reproducible experiments
  • biodiversity metric: some quantitative analysis of the UK biodiversity metric, which I do not like

👀 In future I'm looking to collaborate on ...

  • Statistical models for nature restoration and rewilding
  • Generative AI in education
  • Effective field theories for neural networks

Joe's Projects

anvil icon anvil

Repository containing code related to flow based generative model

ceres-workshop icon ceres-workshop

Repository containing materials for a workshop on Python and ML

cv icon cv

a simple template to write your CV in a readable markdown file and use CSS to publish/print it.

eo-data-utils icon eo-data-utils

A collection of utilities for downloading and combining Earth Observation datasets.

epcm icon epcm

A pedagogical climate model written in Python

mandelbrot icon mandelbrot

Visualisations of escape-time fractals, chiefly the Mandelbrot set

nflows-xy icon nflows-xy

Trivialising maps for the one-dimensional quantum rotor (XY model)

percolation icon percolation

A "computer experiment" for first-year UG labs, loosely based on pandemic modelling

pylsmc icon pylsmc

Lattice-switch Monte Carlo simulations using Python

pyrex icon pyrex

Simple tool for reproducible experiments using Python

pyrex-examples icon pyrex-examples

Examples of PyREx workspaces for creating reproducible experiments

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

torchlft icon torchlft

Personal library with common utilities for doing lattice field theory simulations in Python

vicsek icon vicsek

Vicsek's model of active matter, written in Python

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