GenCast: A Diffusion-based Ensemble Forecasting Model for Medium-Range Weather Prediction

GenCast, a machine learning-based generative model, can generate more accurate and reliable ensemble weather forecasts for medium-range (up to 15 days) at a fraction of the computational cost compared to traditional numerical weather prediction models.