XiongWeiTHU / Awesome-AI-for-Atmosphere-and-OceanLinks
Awesome paper about AI for atmosphere science and oceanography
☆32Updated last year
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:
- ☆49Updated 10 months ago
- Diffusion for climate downscaling☆66Updated last year
- ☆31Updated last month
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆78Updated 3 months ago
- ☆40Updated 3 years ago
- ☆50Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- ☆18Updated last month
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated 2 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆24Updated last year
- ☆31Updated 3 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆72Updated 4 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆133Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated 2 years ago
- ☆24Updated 3 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆30Updated 4 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆39Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- ☆10Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆162Updated 7 months ago
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- A Python tool for searching, filtering, and summarizing arXiv papers in atmospheric science with AI applications.☆26Updated last month
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 9 months ago
- A Python Package for Statistical Analysis of Climate☆62Updated last year
- ☆18Updated last year
- ☆26Updated last year
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 9 months ago
- Code for working with the SEVIR weather dataset☆33Updated 3 years ago
- ☆30Updated last year