fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
Code relative to the publication "Precipitation nowcasting with generative diffusion models"
☆26Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for Precipitation-nowcasting-with-generative-diffusion-models
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆100Updated last month
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆55Updated 2 months ago
- Latent diffusion for generative precipitation nowcasting☆110Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆27Updated this week
- Awesome paper about AI for atmosphere science and oceanography☆23Updated last year
- ☆30Updated 6 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆33Updated 6 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆57Updated 2 weeks ago
- Diffusion for climate downscaling☆36Updated 4 months ago
- Diffusion Probabilistic Downscaling Model☆16Updated 4 months ago
- ☆10Updated 3 months ago
- ☆23Updated 7 months ago
- ☆25Updated 2 years ago
- ☆20Updated last week
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆14Updated 5 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆25Updated last year
- ☆32Updated last month
- ☆12Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆50Updated 6 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆11Updated 9 months ago
- Initial public release of code for KARINA☆10Updated last month
- ☆16Updated last month
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆71Updated 3 months ago
- Integrating Large Weather Models with Data Assimilation☆9Updated 5 months ago
- CNN based ENSO all season forecast model☆17Updated 2 months ago
- ☆9Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆38Updated 3 years ago
- ☆23Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆93Updated 10 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆15Updated last year