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20242026
most citedEnsemble data assimilation to diagnose AI-based weather prediction model: A case with ClimaX version 0.3.1

3 citations · 3 across the 4 of their papers we have counts for

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cs.LG2025

Bridging Artificial Intelligence and Data Assimilation: The Data-driven Ensemble Forecasting System ClimaX-LETKF

Akira Takeshima, Kenta Shiraishi, Atsushi Okazaki +2

While machine learning-based weather prediction (MLWP) has achieved significant advancements, research on assimilating real observations or ensemble forecasts within MLWP models re…

cs.LG2025

Wasserstein GAN-Based Precipitation Downscaling with Optimal Transport for Enhancing Perceptual Realism

Kenta Shiraishi, Yuka Muto, Atsushi Okazaki +1

High-resolution (HR) precipitation prediction is essential for reducing damage from stationary and localized heavy rainfall; however, HR precipitation forecasts using process-drive…