Bayesian Deep Learning for Convective Initiation Nowcasting Uncertainty Estimation

Da Fan, David John Gagne, Steven J. Greybush +3

This study evaluated the probability and uncertainty forecasts of five recently proposed Bayesian deep learning methods relative to a deterministic residual neural network (ResNet)…