flyakon / DeepPhysiNetLinks
Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
☆43Updated last year
Alternatives and similar repositories for DeepPhysiNet
Users that are interested in DeepPhysiNet are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆136Updated last week
- ☆46Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆104Updated last month
- ☆13Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆34Updated 11 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆32Updated last year
- Initial public release of code for KARINA☆12Updated last year
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆22Updated 10 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆23Updated 2 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆149Updated last year
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆196Updated 3 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆29Updated 4 months ago
- ☆10Updated last year
- ☆30Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆86Updated 6 months ago
- A list of Precipitation Nowcasting papers and related resources.☆174Updated 10 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- ☆14Updated 3 years ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆29Updated last year
- ☆27Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 3 years ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆19Updated 4 months ago
- Diffusion Probabilistic Downscaling Model☆26Updated last year
- ☆142Updated 9 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated 10 months ago
- ☆18Updated last year
- Code for working with the SEVIR weather dataset☆37Updated 3 years ago