OpenEarthLab / AI-for-Earth-Paper-List
☆22Updated 11 months ago
Alternatives and similar repositories for AI-for-Earth-Paper-List
Users that are interested in AI-for-Earth-Paper-List are comparing it to the libraries listed below
Sorting:
- Integrating Large Weather Models with Data Assimilation☆15Updated 11 months ago
- ☆40Updated 6 months ago
- Initial public release of code for KARINA☆11Updated 7 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆69Updated 3 weeks ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆26Updated 2 months ago
- ☆126Updated 4 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆31Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆120Updated 7 months ago
- The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆32Updated 7 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆38Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆94Updated last month
- ☆27Updated 6 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆80Updated 4 months ago
- Awesome paper about AI for atmosphere science and oceanography☆31Updated last year
- Latent diffusion for generative precipitation nowcasting☆124Updated last year
- Diffusion Probabilistic Downscaling Model☆23Updated 10 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆126Updated 2 weeks ago
- ☆21Updated 11 months ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆1Updated 7 months ago
- ☆31Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆66Updated 7 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆13Updated 6 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆122Updated last year
- ☆46Updated 7 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆24Updated 8 months ago
- ☆24Updated last week
- ☆26Updated 2 years ago
- ☆38Updated 2 months ago
- ☆11Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆22Updated 11 months ago