flyakon / DeepPhysiNetLinks
Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
☆41Updated last year
Alternatives and similar repositories for DeepPhysiNet
Users that are interested in DeepPhysiNet are comparing it to the libraries listed below
Sorting:
- ☆46Updated 10 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆130Updated 11 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆33Updated 9 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆95Updated 8 months ago
- Latent diffusion for generative precipitation nowcasting☆135Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆139Updated last year
- ☆12Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper☆20Updated 8 months ago
- Initial public release of code for KARINA☆12Updated 10 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆177Updated last month
- ☆30Updated last year
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆166Updated 8 months ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆22Updated 2 years ago
- ☆13Updated 3 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆24Updated last year
- ☆27Updated 3 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆74Updated 10 months ago
- Diffusion for climate downscaling☆66Updated last year
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆16Updated 2 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆80Updated 4 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆25Updated 2 months ago
- ☆18Updated 2 years ago
- Diffusion Probabilistic Downscaling Model☆23Updated last year
- AI Challenges based on the SEVIR weather dataset☆45Updated 2 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 8 months ago
- Awesome paper about AI for atmosphere science and oceanography☆32Updated last year
- ☆10Updated last year