Predicting Weather Uncertainty with Deep Convnets

no code implementations • 2 Nov 2019 • Peter Grönquist, Tal Ben-Nun, Nikoli Dryden, Peter Dueben, Luca Lavarini, Shigang Li, Torsten Hoefler

Modern weather forecast models perform uncertainty quantification using ensemble prediction systems, which collect nonparametric statistics based on multiple perturbed simulations.

Uncertainty Quantification Weather Forecasting