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20242026
most citedBuilding Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings

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cs.LG2026

Stochastically Perturbed Weights: Ensembles from Deterministic Machine-Learning Weather Models

Simon Adamov, Oliver Fuhrer, Reto Knutti +1

Machine-learning weather models (MLWMs) now match or outperform operational numerical weather prediction (NWP) at global medium-range forecasting, at far lower inference cost. Many…