Diffusion Distillation for Efficient Weather Ensembles

Yiming Yang, Valentin Brekke, James Briant +1

Diffusion models generate skillful weather ensembles but require costly iterative sampling. We introduce a supervised energy-distance distillation method that compresses a multi-st…