Model pages
← Model zoo · Verification log · Roadmap
One page per model: how to use it, what was verified against the official code, and what was not. The same pages are published on the Hugging Face Hub (LonghaoWang/WeatherAI).
| Group | Model | Page | Paper |
|---|---|---|---|
| 🎯 Probabilistic S2S calibration | PBC | pbc.md | Nature 2026, doi:10.1038/s41586-026-11126-x |
| 🔬 Extreme-event diagnostics | Gray-swan translocation (existing backbones) | translocation.md | Science Advances 2026, doi:10.1126/sciadv.ady9406 |
| 🌍 Medium-range | Pangu-Weather | pangu.md | Nature 2023, doi:10.1038/s41586-023-06185-3 |
| 🌍 Medium-range | FuXi | fuxi.md | npj Climate and Atmospheric Science 2023, doi:10.1038/s41612-023-00512-1 |
| 🌍 Medium-range | FengWu | fengwu.md | Communications Earth & Environment 2025, doi:10.1038/s43247-025-02502-y |
| 🌍 Medium-range | GraphCast | graphcast.md | Science 2023, doi:10.1126/science.adi2336 |
| 🌍 Medium-range | Aurora | aurora.md | Nature 2025, doi:10.1038/s41586-025-09005-y |
| 🌍 Medium-range | NeuralGCM | neuralgcm.md | Nature 2024, doi:10.1038/s41586-024-07744-y |
| 🌍 Medium-range | Aardvark Weather | aardvark.md | Nature 2025, doi:10.1038/s41586-025-08897-0 |
| 🎲 Ensemble | GenCast | gencast.md | Nature 2025, doi:10.1038/s41586-024-08252-9 |
| 🎲 Ensemble | FuXi-ENS | fuxi_ens.md | Science Advances 2025, doi:10.1126/sciadv.adu2854 |
| 🎲 Ensemble | ArchesWeather / ArchesWeatherGen | arches.md | Science Advances 2026, doi:10.1126/sciadv.adx2372 |
| 🎲 Ensemble | NeuralGCM precipitation | neuralgcm_precip.md | Science Advances 2026, doi:10.1126/sciadv.adv6891 |
| 🌊 S2S / climate / ocean | CAS-Canglong 🆕 | canglong.md | Advanced Science, doi:10.1002/advs.78271 |
| 🌊 S2S / climate / ocean | FuXi-S2S | fuxi_s2s.md | Nature Communications 2024, doi:10.1038/s41467-024-50714-1 |
| 🌊 S2S / climate / ocean | UniCM | unicm.md | Nature Machine Intelligence 2026, doi:10.1038/s42256-026-01245-5 |
| 🌊 S2S / climate / ocean | ORCA-DL | orca_dl.md | Science Advances 2025, doi:10.1126/sciadv.adu2488 |
| 🌊 S2S / climate / ocean | ACE2-ERA5 | ace2.md | npj Climate and Atmospheric Science 2025, doi:10.1038/s41612-025-01090-0 |
| 🌊 S2S / climate / ocean | GenFocal | genfocal.md | Nature Machine Intelligence 2026, doi:10.1038/s42256-026-01308-7 |
| 🌀 Regional / cyclones | StormCast | stormcast.md | Science Advances 2026, doi:10.1126/sciadv.adv0423 |
| 🌀 Regional / cyclones | TropiCycloneNet | tropicyclonenet.md | Nature Communications 2025, doi:10.1038/s41467-025-61087-4 |
| 🌀 Regional / cyclones | WeatherNext Cyclones | weathernext_cyclones.md | Nature 2026, doi:10.1038/s41586-026-10953-2 |
Journal versions were checked against Crossref when they were added (CAS-Canglong: checked 2026-10-18, Advanced Science, published 15 October 2026, article e78271). Planned and blocked models (FuXi-DA, NowcastNet): roadmap.