jmj2316 / KARINALinks
Initial public release of code for KARINA
☆12Updated last year
Alternatives and similar repositories for KARINA
Users that are interested in KARINA are comparing it to the libraries listed below
Sorting:
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆104Updated last month
- ☆46Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆86Updated 6 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆136Updated last week
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆32Updated last year
- ☆13Updated last year
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆149Updated last year
- ☆30Updated last year
- Diffusion Probabilistic Downscaling Model☆26Updated last year
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- ☆42Updated 7 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
- Diffusion for climate downscaling☆72Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆112Updated 7 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆174Updated 10 months ago
- ☆51Updated last year
- ☆24Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆34Updated 11 months ago
- ☆10Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆196Updated 3 months ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 4 months ago
- ☆18Updated 7 months ago
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆24Updated 3 years ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆48Updated this week
- Awesome paper about AI for atmosphere science and oceanography☆33Updated 2 years ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆29Updated 4 months ago
- ☆47Updated 9 months ago