luke-a-thompson

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Luke Thompson luke-a-thompson

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PhD Candidate | AI for Science | University of Sydney

6 followers · 15 following

The University of Sydney
Sydney, Australia
16:35 (UTC +11:00)
https://luke-a-thompson.github.io/Portfolio/Documents/Luke_Thompson_CV.pdf
in/ luke-thompson-ml

Achievements

Achievements

luke-a-thompson/README.md

I'm Luke and I ...

🎓 Pursue a PhD in Machine Learning at the University of Sydney. My supervisors are:
- Professor Junbin Gao
- Dr. Slade Matthews

My Papers:

2x further under review
ICLR2026: ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
Arxiv (Currently under review): Expanding the Chaos: Neural Operator for Stochastic (Partial) Differential Equations
Chemical Research in Toxiology: AmesFormer: State-of-the-Art Mutagenicity Prediction with Graph Transformers

Other Things

You can view the notes I take learning mathematics, ML, etc on my Obsidian site
I was the lead developer on the video game mod Cold War: Iron Curtain. This is how I learned to program, growing it from a few thousand to over 500 000 total downloads.

Pinned Loading

Stochastax Stochastax Public

A Jax library for advanced stochastic analysis. Docs WIP.

Python 3
RoughBench RoughBench Public

RoughBench is a machine learning benchmark for learning on rough differential equations.

Python
ATOM ATOM Public

ATOM [ICLR 2026]: A Pretrained Neural Operator for Multitask Dynamics Learning

Python
FastASX FastASX Public

An ITCH message parser implemented in Rust.

Rust 2 2
AmesFormer AmesFormer Public

AmesFormer - A State-of-the-Art Graph Transformer for Mutagenicity Prediction

Python 4 1
swf541/ColdWarIronCurtain swf541/ColdWarIronCurtain Public

Python 159 300