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LUCIE: A Lightweight Uncoupled Climate Emulator With Long‐Term Stability and Physical Consistency

Abstract We present a lightweight, easy‐to‐train, low‐resolution, fully data‐driven climate emulator, LUCIE, that can be trained on as low as 2 years of 6‐hourly ERA5 data. Unlike most state‐of‐the‐art AI weather models, LUCIE remains stable and physically consistent for 100 years of autoregressive...

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Autors principals: Haiwen Guan, Troy Arcomano, Ashesh Chattopadhyay, Romit Maulik
Format: Artigo
Idioma:Inglês
Publicat: American Geophysical Union (AGU) 2025-11-01
Col·lecció:Journal of Advances in Modeling Earth Systems
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Accés en línia:https://doi.org/10.1029/2025MS005152
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