Anna Vaughan

Aardvark Weather: end-to-end data-driven weather forecasting

UNEP's Methane Alert and Response System (MARS): current status, new developments and case studies

Semantic segmentation of methane plumes with hyperspectral machine learning models

Sim2real for environmental neural processes

CH4Net: a deep learning model for monitoring methane super-emitters with Sentinel-2 imagery

Autoregressive conditional neural processes

Active learning with convolutional gaussian neural processes for environmental sensor placement

RaVÆn: unsupervised change detection of extreme events using ML on-board satellites