OpenEarthLab / FengWu-4DVarLinks
Integrating Large Weather Models with Data Assimilation
☆19Updated last year
Alternatives and similar repositories for FengWu-4DVar
Users that are interested in FengWu-4DVar are comparing it to the libraries listed below
Sorting:
- ☆44Updated 9 months ago
- ☆30Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 9 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 9 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆39Updated last year
- ☆27Updated 2 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆78Updated 3 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆128Updated 10 months ago
- ☆18Updated 4 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆24Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆27Updated 11 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆92Updated 7 months ago
- Awesome paper about AI for atmosphere science and oceanography☆32Updated last year
- Initial public release of code for KARINA☆12Updated 10 months ago
- ☆25Updated last year
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- ☆31Updated last month
- 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
- ☆51Updated 10 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆100Updated 4 months ago
- Diffusion Probabilistic Downscaling Model☆23Updated last year
- ☆10Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆23Updated last month
- ☆13Updated 3 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆27Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆73Updated 10 months ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆13Updated 3 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆133Updated last year