Diffusion Models for Solar Forecasting

Score-based diffusion models for downscaling numerical climate simulations, improving speed, accuracy, and resolution of probabilistic weather forecasts for high-resolution solar irradiance prediction.

Published as Hatanaka, Glaser et al. (arXiv, 2023).