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cs.LG2026
RainAtlas: A Multi-Continental Dataset for Precipitation Downscaling
Pierre-Louis Lemaire, Luca Schmidt, Wietze Suijker +2
Extreme rainfall events are increasing in intensity and frequency as climate change accelerates. While kilometer-scale precipitation forecasts are critical for supporting local dec…
cs.LG2025
Multiscale Neural PDE Surrogates for Prediction and Downscaling: Application to Ocean Currents
Abdessamad El-Kabid, Loubna Benabbou, Redouane Lguensat +1
Accurate modeling of physical systems governed by partial differential equations is a central challenge in scientific computing. In oceanography, high-resolution current data are c…