microsoft/aurora
A deep learning foundation model for comprehensive Earth system forecasting including weather, atmospheric chemistry, and ocean waves.
Collecting fresh signals — velocity needs a few days of history.
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Aurora implements a foundation model for the Earth system that produces global forecasts across atmospheric and oceanic variables. The model handles diverse prediction tasks including temperature, nitrogen dioxide concentrations, ocean wave direction, and tropical cyclone tracks at varying resolutions. It is trained on ERA5 reanalysis data and published in Nature 2025.