3 papers
stat.AP2026
Suitable Measures for the Potential Operational Utility of AI NWP Rainfall Forecasts Over Africa
Shruti Nath, Docko Sow, Koomi Toussaint Amoussouvi +5
Artificial intelligence (AI)-based weather prediction is approaching the skill of physical numerical weather prediction (NWP) systems at a fraction of the computational cost. This…
physics.ao-ph2025
Improved rainfall forecasts in daily use over East Africa
Fenwick C. Cooper, Shruti Nath, Andrew T. T. McRae +21
Ensemble forecasting has proven to be a vital tool for predicting extreme, life-threatening or only partially predictable weather events. As well as providing probabilistic product…
physics.ao-ph2023
Further analysis of cGAN: A system for Generative Deep Learning Post-processing of Precipitation
Fenwick C. Cooper, Andrew T. T. McRae, Matthew Chantry +2
The conditional generative adversarial rainfall model "cGAN" developed for the UK \cite{Harris22} was trained to post-process into an ensemble and downscale ERA5 rainfall to 1km re…