PASSAT combines spherical graph neural networks with analytic advection and Navier-Stokes solvers and reports the best RMSE and ACC among parameter-matched deep learning baselines and IFS T42 on 5.625° ERA5 forecasts.
WeatherBench: a benchmark data set for data-driven weather forecasting
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Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction
PASSAT combines spherical graph neural networks with analytic advection and Navier-Stokes solvers and reports the best RMSE and ACC among parameter-matched deep learning baselines and IFS T42 on 5.625° ERA5 forecasts.