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20182026
most citedAIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score

9 citations · 24 across the 7 of their papers we have counts for

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physics.ao-ph2026

On the sensitivity of machine-learned probabilistic weather forecast models to scale-aware scoring rules

Simon Lang, Martin Leutbecher, Sam Hatfield

Probabilistic forecast models can be machine-learned from data using loss functions based on scoring rules such as the Continuous Ranked Probability Score (CRPS). This note summari…

physics.ao-ph2026

Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models

Joffrey Dumont Le Brazidec, Simon Lang, Martin Leutbecher +9

We introduce a probabilistic diffusion-based method for global atmospheric downscaling implemented within the Anemoi framework. The approach transforms low-resolution ensemble fore…