Awarded the prestigious Corcoran Memorial Prize for PhD thesis at Oxford.
Published in Science (2025): 'Scalable emulation of protein equilibrium ensembles with generative deep learning'.
Published in Journal of Chemical Physics (2024): 'Highly Accurate Real-space Electron Densities with Neural Networks'.
NeurIPS 2024 paper: 'Amortized Active Causal Induction with Deep Reinforcement Learning'.
AISTATS 2024 paper: 'Making Better Use of Unlabelled Data in Bayesian Active Learning'.
Preprint (2025): 'An ab initio foundation model of wavefunctions that accurately describes chemical bond breaking'.
Developed open-source tools including OneQMC, experimental design utilities in Pyro, Folx (Forward Laplacian for JAX), Redis<->Python interfaces, and SimCLR reproduction.