Articles with "climate emulator" as a keyword



Multiscale climate emulator of multimodal wave spectra: MUSCLE-spectra

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Published in 2017 at "Journal of Geophysical Research"

DOI: 10.1002/2016jc011957

Abstract: We thank Jorge Perez for the ESTELA code. A.R., J.A.A.A., and F.J.M. acknowledge the support of the Spanish ‘‘Ministerio de Economia y Competitividad’’ under grant BIA2014-59643-R. P.C. acknowledges the support of the Spanish ‘‘Ministerio de… read more here.

Keywords: wave spectra; climate; multimodal wave; emulator multimodal ... See more keywords

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

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Published in 2024 at "Journal of Advances in Modeling Earth Systems"

DOI: 10.1029/2025ms005152

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… read more here.

Keywords: physical consistency; term; long term; climate emulator ... See more keywords