Geo Intelligence.

AUTHOR RESEARCH

Alvaro Sanchez-Gonzalez

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2Published papers2Priority-journal papers2Research fields

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Published research · 2

Research articleNatureCAS Tier 1 · Top (2025)

Authors Ilan Price · Alvaro Sanchez-Gonzalez · Ferran Alet · Tom R. Andersson · Andrew El-Kadi · Dominic Masters · Timo Ewalds · Jacklynn Stott · Shakir Mohamed · Peter Battaglia · Remi Lam · Matthew Willson

AI summaryUses a diffusion model to generate ensemble forecasts and studies probabilistic predictions of medium-range weather and extreme events.

GenCastDiffusion modelsEnsemble forecasting
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Research articleNatureCAS Tier 1 · Top (2025)

Authors Dmitrii Kochkov · Janni Yuval · Ian Langmore · Peter Norgaard · Jamie Smith · Griffin Mooers · Milan Klöwer · James Lottes · Stephan Rasp · Peter Düben · Sam Hatfield · Peter Battaglia · Alvaro Sanchez-Gonzalez · Matthew Willson · Michael P. Brenner · Stephan Hoyer

AI summaryCombines a differentiable dynamical core with neural-network parameterisations to study weather forecasting and climate simulation, including physical consistency over long integrations.

NeuralGCMDifferentiable modelsPhysics and AI
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