Subject to strong caveats, stable 10-year rollouts are achievable for FourCastNet, SFNO, and ClimaX with multi-step training and moderate capacity, while SFNO is the least sensitive to hyperparameters.
Matthias Karlbauer, Nathaniel Cresswell-Clay, Dale R
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Exploring Design Choices for Autoregressive Deep Learning Climate Models
Subject to strong caveats, stable 10-year rollouts are achievable for FourCastNet, SFNO, and ClimaX with multi-step training and moderate capacity, while SFNO is the least sensitive to hyperparameters.