References

Learning skillful medium-range global weather forecasting

Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Ferran Alet, Suman Ravuri, Timo Ewalds, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Oriol Vinyals, Jacklynn Stott, Alexander Pritzel, Shakir Mohamed, & Peter Battaglia (2023)

Science, 382(6677), 1416-1421.

DOI: https://doi.org/10.1126/science.adi2336

Abstract. GraphCast uses a graph neural network to produce 10-day global weather forecasts in under a minute, outperforming the European Centre's high-resolution numerical weather prediction on the majority of variables tested.

Tags: science climate weather graph-neural-networks

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