Data-Efficient Ensemble Weather Forecasting with Diffusion Models

Kevin Valencia, Ziyang Liu, Justin Cui

Although numerical weather forecasting methods have dominated the field, recent advances in deep learning methods, such as diffusion models, have shown promise in ensemble weather…