PhD in Physics-Aware Graph Neural Networks for Robust Short-Term Visibility Forecasting
University of Exeter Penryn £21,805 pa
Develops physics-aware spatio-temporal graph neural networks for 0–6-hour visibility forecasting, focusing on low-visibility events in southeast England. The work spans six packages, from benchmarking NWP and ML baselines to linking learned representations with atmospheric physics, testing robustness to degraded observations, and operational evaluation with Met Office scientists.