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Abstract: Emulating climate variability and extremes with a diffusion-based model trained on CESM2 and finetuned on ERA5 (AGU25)

Emulating climate variability and extremes with a diffusion-based model trained on CESM2 and finetuned on ERA5

Violette Launeau1,2,3, Mathieu Vrac4, Léo Lemordant2, Pierre Gentine5 and Celest Science R&D Team, (1)LSCE Laboratoire des Sciences du Climat et de l'Environnement, Gif-Sur-Yvette Cedex, France, (2)Celest Science, Paris, France, (3)Institut Pierre Simon Laplace, Paris, France, (4)Institut Pierre Simon Laplace, LSCE, Gif-sur-Yvette Cedex, France, (5)Columbia University, Department of Earth and Environmental Engineering, New York, United States