https://github.com/google-research/neuralgcm

Hybrid ML + physics model of the Earth's atmosphere
https://github.com/google-research/neuralgcm

climate neuralgcm weather

Last synced: 5 months ago
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Hybrid ML + physics model of the Earth's atmosphere

• Host: GitHub
• URL: https://github.com/google-research/neuralgcm
• Owner: google-research
• License: apache-2.0
• Created: 2024-02-05T16:18:12.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-10-01T18:12:11.000Z (7 months ago)
• Last Synced: 2024-10-30T01:34:27.636Z (6 months ago)
• Topics: climate, neuralgcm, weather
• Language: Python
• Homepage: https://neuralgcm.readthedocs.io
• Size: 4.37 MB
• Stars: 654
• Watchers: 12
• Forks: 74
• Open Issues: 30
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

• open-sustainable-technology - NeuralGCM - A package for building hybrid ML+Physics atmospheric models for weather and climate simulations. (Climate Change / Earth and Climate Modeling)

README

        
![](./docs/_static/neuralgcm-logo-light.png)

# Neural General Circulation Models for Weather and Climate

NeuralGCM is a Python library for building hybrid ML/physics atmospheric models

for weather and climate simulation.

- **[Paper](https://arxiv.org/abs/2311.07222)**

- **[Documentation](https://neuralgcm.readthedocs.io/)**

- **License**:

    - Code: [Apache License, Version 2.0](https://www.apache.org/licenses/LICENSE-2.0)

    - Trained model weights: [Creative Commons Attribution-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-sa/4.0/).

To stay up to date on NeuralGCM, **[subscribe to our mailing list](https://groups.google.com/g/neuralgcm-announce)**!