SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models

Lizao Li, Rob Carver, Ignacio Lopez-Gomez +2

Uncertainty quantification is crucial to decision-making. A prominent example is probabilistic forecasting in numerical weather prediction. The dominant approach to representing un…