Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model

Yingkai Sha, Ryan A. Sobash, David John Gagne

An ensemble post-processing method is developed for the probabilistic prediction of severe weather (tornadoes, hail, and wind gusts) over the conterminous United States (CONUS). Th…