Aalto-QuML / ClimODELinks
ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
☆100Updated 4 months ago
Alternatives and similar repositories for ClimODE
Users that are interested in ClimODE are comparing it to the libraries listed below
Sorting:
- ☆42Updated 4 months ago
- ☆44Updated 9 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆19Updated last month
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 9 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆27Updated 11 months ago
- ☆31Updated last month
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆14Updated 5 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆128Updated 10 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- ☆30Updated last year
- ☆31Updated 3 months ago
- Integrating Large Weather Models with Data Assimilation☆19Updated last year
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆26Updated 5 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆169Updated 3 weeks ago
- ☆25Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆173Updated last month
- ☆64Updated 4 months ago
- ☆46Updated 6 months ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆211Updated 9 months ago
- Initial public release of code for KARINA☆12Updated 10 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 9 months ago
- ☆12Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆78Updated 3 months ago
- Uncertainty quantification for data-driven weather models.☆14Updated 3 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆92Updated 7 months ago
- Diffusion for climate downscaling☆66Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆39Updated last year
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆14Updated last month
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆24Updated last year