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EC-EarthFlow: Probabilistic emulation of daily transient global climate model simulations with flow matching

Whan, Kirien et al.
arXiv (All) · Papers
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atmospheric-and-oceanic-physicsmachine-learning
We introduce EC-EarthFlow, a generative flow matching model that emulates simulations from the physical climate model EC-Earth3. The model is trained on transient simulations from EC-Earth3 (1950-2166, SSP2-4.5) to predict the day ahead temperature field from the previous days temperature as well as
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