DAMO-DI-ML / WeatherODE
The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting".
☆12Updated 5 months ago
Alternatives and similar repositories for WeatherODE:
Users that are interested in WeatherODE are comparing it to the libraries listed below
- Integrating Large Weather Models with Data Assimilation☆15Updated 10 months ago
- ☆16Updated last month
- ☆30Updated 11 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆20Updated 10 months ago
- ☆19Updated last month
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆31Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆91Updated 3 weeks ago
- Initial public release of code for KARINA☆12Updated 6 months ago
- ☆37Updated 5 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper☆11Updated 4 months ago
- Awesome paper about AI for atmosphere science and oceanography☆30Updated last year
- ☆34Updated last month
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆37Updated 11 months ago
- ☆10Updated 8 months ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 weeks ago
- ☆24Updated last year
- ☆16Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆22Updated last week
- ☆13Updated 3 years ago
- Diffusion for climate downscaling☆56Updated 9 months ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆17Updated 9 months ago
- Research all papers and codes related to weather forecasting based on artificial intelligence methods, including but not limited to deep …☆12Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆119Updated 6 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆16Updated 3 months ago
- ☆26Updated 5 months ago
- ☆21Updated 10 months ago
- ☆26Updated 2 years ago
- ☆40Updated 3 years ago