DAMO-DI-ML / WeatherODE
The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting".
☆11Updated 4 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☆14Updated 9 months ago
- ☆15Updated last week
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆20Updated 9 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- ☆30Updated 11 months ago
- Awesome paper about AI for atmosphere science and oceanography☆29Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆29Updated 11 months ago
- ☆40Updated 3 years ago
- Diffusion for climate downscaling☆52Updated 8 months ago
- ☆10Updated 8 months ago
- ☆23Updated 9 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆86Updated 7 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆19Updated 5 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 5 months ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 weeks ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- ☆30Updated last week
- ☆24Updated last year
- Generating Weather Model Ensembles Using ecmwf-lab/ai-models☆13Updated 3 months ago
- ☆36Updated 4 months ago
- ☆11Updated 3 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆62Updated 5 months ago
- ☆15Updated last year
- ☆26Updated 5 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆37Updated 10 months ago
- ☆26Updated 2 years ago
- ☆40Updated 2 months ago
- Initial public release of code for KARINA☆12Updated 5 months ago