PhyDL-NWP trains neural surrogates with a fitted PDE regularizer and a latent force term, improving weather downscaling and fine-tuning forecasts over 17 baselines.
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Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting
PhyDL-NWP trains neural surrogates with a fitted PDE regularizer and a latent force term, improving weather downscaling and fine-tuning forecasts over 17 baselines.