Sundararaman Gopalakrishnan

CoDiCast: Conditional Diffusion Model for Global Weather Forecasting with Uncertainty Quantification

Accurate weather forecasting is critical for science and society. However, existing methods have not achieved the combination of high accuracy, low uncertainty, and high computational efficiency simultaneously. On one hand, traditional numerical weather prediction (NWP) models are computationally in