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20242026
most citedAIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score

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physics.ao-ph2025

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

Simon Lang, Martin Leutbecher, Pedro Maciel

We assess the impact of a multi-scale loss formulation for training probabilistic machine-learned weather forecasting models. The multi-scale loss is tested in AIFS-CRPS, a machine…