Talks

Slides from conference talks, seminars and reviews. Every deck is a web page; open it in any browser.

Research Talks

Benchmarking Compositional Generalisation for Machine Learning Interatomic Potentials

NeurIPS 2026

Paper Poster Project page

Slides: 3 versions for different audiences

Conference talk

Slides

For chemists: Knowing the parts, missing the whole

Seminar version. Leads with the chemistry (functional groups, molecular dynamics, DFT) and keeps machine learning jargon light.

Slides

For computer scientists

Seminar version. Leads with compositional generalisation and out-of-distribution evaluation, and explains the chemistry from scratch.

Slides

Reviews

Explainable Graph Neural Network for Computational Chemistry

First-year review · Cardiff University · 2025

Slides