Ruben Imhoff

Nowcasting of Extreme Precipitation Using Deep Generative Models

Nowcasting is an observation-based method that uses the current state of the atmosphere to forecast future weather conditions over several hours. Recent studies have shown the promising potential of using deep learning models for precipitation nowcasting. In this paper, novel deep generative models…