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Towards neural Earth system modelling by integrating artificial intelligence in Earth system science.

, , , , , , and . Nat. Mach. Intell., 3 (8): 667-674 (2021)

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Differentiable Programming for Earth System Modeling., , , and . CoRR, (2022)Will Artificial Intelligence supersede Earth System and Climate Models?, , , , , , and . CoRR, (2021)Reconstructing Historical Climate Fields With Deep Learning., , , and . CoRR, (2023)Towards neural Earth system modelling by integrating artificial intelligence in Earth system science., , , , , , and . Nat. Mach. Intell., 3 (8): 667-674 (2021)Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Foundation Models., , , and . CoRR, (2024)Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models., , , , and . CoRR, (2022)Deep Learning for bias-correcting comprehensive high-resolution Earth system models., , and . CoRR, (2023)Stabilized Neural Differential Equations for Learning Constrained Dynamics., , , and . CoRR, (2023)A potential collapse of the Atlantic Meridional Overturning Circulation may stabilise eastern Amazonian rainforests, , , , , , and . Communications Earth & Environment, 4 (1): 470 (Dec 12, 2023)Exploring Geometric Deep Learning for Precipitation Nowcasting., , , , and . IGARSS, page 3760-3763. IEEE, (2023)