Improving global precipitation forecasts with an AI weather model trained on satellite observations
The model, Laxmi, improves global probabilistic accuracy by 19% and resolves systematic distributional biases in ERA5 and mitigates extreme rainfall underprediction, improving the global 95th percentile Brier skill score by 57%.