Aurora

blog

arxiv¹

In under a minute, Aurora produces 5-day global air pollution predictions and 10-day high-resolution weather forecasts that outperform state-of-the-art classical simulation tools and the best specialized deep learning models.

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1. Bodnar, C., Bruinsma, W., Lucic, A., Stanley, M., Brandstetter, J., Garvan, P., Riechert, M., Weyn, J., Dong, H., Vaughan, A., Gupta, J., Thambiratnam, K., Archibald, A., Heider, E., Welling, M., Turner, R., & Perdikaris, P. (2024) Aurora: A foundation model of the atmosphere ( No. MSR-TR-2024-16). Microsoft Research AI for Science. ↩