Awesome-LWMs

🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
https://github.com/jaychempan/Awesome-LWMs

Last synced: 1 day ago
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🆕 LWMs News
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🗂️ LWMs Lists
- [Nature paper
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
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- [paper - yt/ExtremeCast)|
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- [Nature paper
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [arXiv paper
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- [arXiv paper - models-fuxi) | [[Apache 2.0]](https://github.com/tpys/ai-models-fuxi/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Science Advances paper - | - |
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- [Nature paper
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [paper - Weather) |
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- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper
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- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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- [Nature paper
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
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- [arXiv paper - yt/ExtremeCast) | Not Specified | Not Specified |
- [arXiv paper
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- [arXiv paper - QuML/ClimODE) | [[MIT]](https://github.com/Aalto-QuML/ClimODE/blob/main/LICENSE) | Not specified or non applicable |
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- [paper - Weather) |
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- [arXiv paper - 3]](https://github.com/NVlabs/FourCastNet/blob/master/LICENSE) | [[BSD-3]](https://github.com/NVlabs/FourCastNet/blob/master/LICENSE) |
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- [arXiv paper - Intelligent-Forecasting/XiHe-GlobalOceanForecasting) | Not Specified | Not Specified |
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- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
- [Nature paper - | - |
- [arXiv paper - nasa-geospatial/Prithvi-100M/tree/main) | [[Apache 2.0]](https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md) | [[Apache 2.0]](https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md) |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [paper
- [arXiv paper - WxC) | [[CDLA Permissive 2.0]](https://spdx.org/licenses/CDLA-Permissive-2.0) | [[CDLA Permissive 2.0]](https://spdx.org/licenses/CDLA-Permissive-2.0) |
- [paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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- [Science paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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- [arXiv paper - 024-50714-1) | - | - |
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- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
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- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
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- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
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- [paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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- [arXiv paper - single) | [[CC BY 4.0]](https://creativecommons.org/licenses/by/4.0/) | [[CC BY 4.0]](https://creativecommons.org/licenses/by/4.0/)
- [paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
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- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [arXiv paper - BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [arXiv paper - | -
- [Nature paper
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
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- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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- [arXiv paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [arXiv paper - | - |
- [arXiv paper - BY-NC-SA 4.0]](https://huggingface.co/microsoft/aurora/blob/main/README.md) |
- [arXiv paper - yt/WeatherGFT) | Not Specified | Not Specified |
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
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- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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- [arXiv paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [arXiv paper - | - |
- [arXiv paper - YG/OneForecast) | [[MIT]](https://github.com/YuanGao-YG/OneForecast/blob/main/LICENSE) | [[MIT]](https://github.com/YuanGao-YG/OneForecast/blob/main/LICENSE)?
- [Nature paper - | - |
- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
- [Nature paper - Weather) | Not Specified | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
- [Nature paper
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- [paper - deepmind/graphcast) | [[Apache 2.0]](https://github.com/google-deepmind/graphcast/blob/main/LICENSE) | [[CC-BY-NC-SA 4.0]](https://creativecommons.org/licenses/by-nc-sa/4.0/)
📖 Papers
- MetNet
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- Pangu-Weather
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- Nowcast
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- FourCastNet
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- GraphCast
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- FengWu
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- FuXi
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- AI-GOMS
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- FNO
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- ClimaX
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- XiHe
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- Datasets
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- Physics-AI
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🚀 Code
- More
  - ECMWF AI Models - based weather forecasting models.
  - Skyrim
  - NVIDIA Earth2Mip - 2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.
  - AI Models for All - free, serverless in the cloud!
  - OpenEarthLab - edge Spatiaotemporal Generation algorithms and promoting the development of Earth Science.
🗃️ Dataset Lists
- [paper
- [paper
- [paper - data/WeatherBench) |
- [paper - research/weatherbench2) |
- [paper
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