# Skillful joint probabilistic weather forecasting from marginals

*Source* · `src-alet-2025-fgn` · status: **n/a**

| field | value |
|---|---|
| kind | Preprint |
| authors | Ferran Alet, Ilan Price, Andrew El-Kadi, et al., Peter Battaglia |
| date | 2025-06-12 |
| url | https://arxiv.org/abs/2506.10772 |
| arxiv | 2506.10772 |
| accessed | 2026-10-24 |

## Notes

FGN: ensembles from learned model perturbations trained on per-location CRPS; state-of-the-art ensemble skill and cyclone tracks while capturing joint spatial structure.

## Backlinks (computed)

**cited by:** [Machine-learned weather forecasting](../technique/ml-weather-models.md)

## Citation

Ferran Alet, Ilan Price, Andrew El-Kadi, et al., Peter Battaglia (2025-06-12). *Skillful joint probabilistic weather forecasting from marginals*.  https://arxiv.org/abs/2506.10772

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Provenance: created in run `2026-10-24-techniques-sim-math`.