Shuyan Zhou

Predicting forecast errors with diffusion model for uncertainty quantification in wind speed nowcasting

Abstract. Weather forecasts are inherently uncertain due to the chaotic nature of the atmosphere and unavoidable errors. Ensemble forecasting is the established approach for quantifying the uncertainty. However, it is both computationally expensive and inherently prone to under-d...