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cs.LG2025
AI reconstruction of European weather from the Euro-Atlantic regimes
A. Camilletti, G. Franch, E. Tomasi +1
We present a non-linear AI-model designed to reconstruct monthly mean anomalies of the European temperature and precipitation based on the Euro-Atlantic Weather regimes (WR) indice…
cs.LG2024
Can AI be enabled to dynamical downscaling? A Latent Diffusion Model to mimic km-scale COSMO5.0\_CLM9 simulations
Elena Tomasi, Gabriele Franch, Marco Cristoforetti
Downscaling techniques are one of the most prominent applications of Deep Learning (DL) in Earth System Modeling. A robust DL downscaling model can generate high-resolution fields…