A flow matching deep learning emulator trained on multiple SSPs generates forced climate responses for unseen scenarios and is validated against the MESMER-M statistical emulator.
Differentiable programming for Earth system modeling.Geoscientific Model Development, 16(11):3123– 3135, June 2023
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Emulating the Forced Response of Climate Models with Flow Matching
A flow matching deep learning emulator trained on multiple SSPs generates forced climate responses for unseen scenarios and is validated against the MESMER-M statistical emulator.