XiongWeiTHU / Awesome-AI-for-Atmosphere-and-OceanLinks
Awesome paper about AI for atmosphere science and oceanography
☆33Updated 2 years ago
Alternatives and similar repositories for Awesome-AI-for-Atmosphere-and-Ocean
Users that are interested in Awesome-AI-for-Atmosphere-and-Ocean are comparing it to the libraries listed below
Sorting:
- ☆54Updated last year
- ☆20Updated 4 months ago
- Diffusion for climate downscaling☆72Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆86Updated 6 months ago
- ☆34Updated 3 months ago
- ☆32Updated last month
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆23Updated 2 years ago
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆28Updated 7 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆149Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆32Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- ☆51Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Updated last week
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆174Updated 10 months ago
- A Python Package for Statistical Analysis of Climate☆64Updated last year
- ☆40Updated 4 years ago
- A Python tool for searching, filtering, and summarizing arXiv papers in atmospheric science with AI applications.☆26Updated 4 months ago
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- Deep learning for multi-year ENSO forecasts Reproduction