Controlling Ensemble Variance in Diffusion Models: An Application for Reanalyses Downscaling

Fabio Merizzi, Davide Evangelista, Harilaos Loukos

In recent years, diffusion models have emerged as powerful tools for generating ensemble members in meteorology. In this work, we demonstrate how a Denoising Diffusion Implicit Mod…