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Wolfram, S · 2003

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physics.ao-ph 1

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2024 1

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CONDITIONAL 1

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Boosting weather forecast via generative superensemble

physics.ao-ph · 2024-12-11 · conditional · novelty 6.0

GenEPS uses a diffusion prior and SDEdit to generate ensembles from deterministic AI weather models and reports a day-10 Z500 ACC of 0.679, above ECMWF ENS's 0.646.

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  • Boosting weather forecast via generative superensemble physics.ao-ph · 2024-12-11 · conditional · none · ref 8

    GenEPS uses a diffusion prior and SDEdit to generate ensembles from deterministic AI weather models and reports a day-10 Z500 ACC of 0.679, above ECMWF ENS's 0.646.