Akira Takeshima

Bridging Artificial Intelligence and Data Assimilation: The Data‐Driven Ensemble Weather Forecasting System ClimaX ‐ LETKF

While machine learning‐based weather prediction (MLWP) has achieved significant advancements, research on assimilating real observations or ensemble forecasts within MLWP models remains limited. We introduce ClimaX‐LETKF, the data‐driven ML‐based ensemble weather forecasting system that combines the MLWP model ClimaX...