A plot of results from GenCast, showing rainfall anomalies for a year where the El-Niño Southern Oscillation was in a particularly strong El Niño phase. Anomalies are shown as maps over the whole globe, and are shown next to equivalent plots using observations and a conventional physical model.

One case study of using GenCast for seasonal prediction. Monthly anomalies of rainfall during a strong El Niño year show patterns very similar to observations and physical models.

New Paper - Exploring seasonal prediction using probabilistic machine learning

Research group
Atmospheric processes