Bridging the Gap Between Bayesian Deep Learning and Ensemble Weather Forecasts

Xinlei Xiong, Wenbo Hu, Shuxun Zhou +5

Weather forecasting is fundamentally challenged by the chaotic nature of the atmosphere, necessitating probabilistic approaches to quantify uncertainty. While traditional ensemble…