172 citations · 551 across the 12 of their papers we have counts for
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cs.LG2022★ 172 cited
GraphCast: Learning skillful medium-range global weather forecasting
Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson +15
Global medium-range weather forecasting is critical to decision-making across many social and economic domains. Traditional numerical weather prediction uses increased compute reso…
cs.LG2022★ 26 cited
MultiScale MeshGraphNets
Meire Fortunato, Tobias Pfaff, Peter Wirnsberger +2
In recent years, there has been a growing interest in using machine learning to overcome the high cost of numerical simulation, with some learned models achieving impressive speed-…