Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications

John S. Schreck, David John Gagne, Charlie Becker +13

Robust quantification of predictive uncertainty is critical for understanding factors that drive weather and climate outcomes. Ensembles provide predictive uncertainty estimates an…