HuskyNian / HR-ExtremeLinks
The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
☆19Updated 8 months ago
Alternatives and similar repositories for HR-Extreme
Users that are interested in HR-Extreme are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆33Updated 6 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- Integrating Large Weather Models with Data Assimilation☆22Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Updated last year
- ☆47Updated 9 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆116Updated 9 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- ☆14Updated last year
- ☆53Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆145Updated 2 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆83Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆34Updated last year
- ☆30Updated last year
- ☆48Updated 4 months ago
- ☆10Updated last year
- ☆25Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Updated last year
- ☆27Updated 3 years ago
- Diffusion Probabilistic Downscaling Model☆29Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆110Updated 3 months ago
- Latent diffusion for generative precipitation nowcasting☆139Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 3 years ago
- Latent Diffusion model for ensemble weather forecasting☆21Updated 6 months ago
- ☆36Updated 6 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated last year
- Uncertainty quantification for data-driven weather models.☆14Updated 8 months ago
- ☆14Updated 3 years ago
- ☆31Updated last year
- ☆19Updated 9 months ago