Assistant Professor in Data Intensive Science in DAMTP and the IoA, working on AI for scientific discovery.
Research: Google Scholar
Group page: astroautomata.com
[quanta magazine]
Publications
Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting
(2026)
Gaussian Process Latent Factor Regression for Low-Data, High-Dimensional Output Problems
(2026)
Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence
(2026)
On the Value of Tokeniser Pretraining in Physics Foundation Models
(2026)
(doi: 10.48550/arxiv.2603.05598)
Overtone: Cyclic Patch Modulation for Clean, Efficient, and Flexible Physics Emulators
(2026)
(doi: 10.48550/arxiv.2507.09264)
Comparative biosignatures with systemic retrievals
– Monthly Notices of the Royal Astronomical Society
(2026)
547,
stag316
(doi: 10.1093/mnras/stag316)
Physics Steering: Causal Control of Cross-Domain Concepts in a Physics Foundation Model
(2025)
(doi: 10.48550/arxiv.2511.20798)
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
(2025)
(doi: 10.48550/arxiv.2511.19390)
- 1 of 10