PhD researcher at the intersection of machine learning and climate science. I study how deep learning can improve our understanding and prediction of the atmosphere. Outside the lab, I travel with a camera.
Patagonia: At the End of the World
Trekking through the dramatic landscapes of southern Patagonia — wind-battered plains, turquoise glacial lakes, and the iconic granite spires.
Autumn Colours in Rural Japan
Chasing koyo — the Japanese autumn colour season — through ancient temple gardens and forested mountain roads.
Into the Sahara
A camel trek into the Erg Chebbi dunes, sleeping under an impossible sky of stars on the edge of the Sahara.
Towards Interpretable Climate Models: Sparse Autoencoders for Disentangling Atmospheric Circulation Patterns
Journal of Climate, 2024
Scaling Laws for Data-Driven Weather Prediction at Kilometre Resolution
NeurIPS Workshop on Tackling Climate Change with Machine Learning, 2023