Talks

2025

AI for Fusion: Old Challenges, New Tools

AI for Science Symposium, Royal Swedish Academy of Sciences — Stockholm

Calibrated Physics-Informed Uncertainty Quantification

Workshop on Calibrating Uncertainties, Isaac Newton Institute for Mathematical Sciences — Cambridge

2024

On Surrogate Modelling for Fusion

PhysicsX — London

2023

FNO for Plasma Modelling

IAEA Workshop on AI for Accelerating Fusion and Plasma Science — Vienna

FNO for Plasma Modelling

IAEA Fusion Energy Conference — London

FNO for Plasma Modelling

AI for Sustainability Workshop @ UCL — London

2022

Fourier RNNs for Modelling Noisy Physics Data

IEEE ICMLA — Bahamas

2021

Informed Sampling of the Plasma Hyperspace for Digital Twinning

IAEA Fusion Data Processing, Validation, Analysis — Chengdu

Optimising Physics Informed Neural Networks

PyTorch Ecosystem Day — Virtual

2020

Fluid Surrogates using Neural PDEs

SciML at RAL, STFC — Oxford

Solving Fluid Dynamics with Neural Networks

FusionEP — Virtual

2019

Data Driven Modelling of Plasma in Tokamaks

IOP Physics in the Spotlight — London

Data Driven Modelling and Control of Plasma in Fusion Reactors

O’Reilly AI London — London