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ecmwf 's Collections
AIFS Single
AIFS Ensemble

AIFS Ensemble

updated 9 days ago

Artificial Intelligence Ensemble Forecasting System

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2

  • AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score

    Paper • 2412.15832 • Published Dec 20, 2024

    Note Start by reading the AIFS research! Check the latest news at the AIFS Blog (https://www.ecmwf.int/en/about/media-centre/aifs-blog).


  • ecmwf/aifs-ens-2.0

    Graph Machine Learning • Updated 2 days ago • 183 • 1

  • A multi-scale loss formulation for learning a probabilistic model with proper score optimisation

    Paper • 2506.10868 • Published Jun 12, 2025

  • ecmwf/aifs-ens-1.0

    Graph Machine Learning • Updated Jul 8, 2025 • 1.52k • 12
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2
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