Rose-STL-Lab / spherical-dyffusion
[NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion
☆26Updated 2 months ago
Alternatives and similar repositories for spherical-dyffusion
Users that are interested in spherical-dyffusion are comparing it to the libraries listed below
Sorting:
- ☆58Updated last month
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆94Updated last month
- ☆27Updated 6 months ago
- ☆22Updated 11 months ago
- ☆38Updated 2 months ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆202Updated 6 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆25Updated 9 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆160Updated 2 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆36Updated this week
- The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆32Updated 7 months ago
- Integrating Large Weather Models with Data Assimilation☆16Updated 11 months ago
- ☆65Updated last year
- An implementation of "metnet3" in Pytorch☆39Updated last month
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆69Updated last month
- ☆41Updated 4 months ago
- Implementation of the paper: "Aurora: A Foundation Model of the Atmosphere" in PyTorch☆21Updated 3 weeks ago
- Official implementation of Score-based Data Assimilation☆60Updated last year
- ☆24Updated last week
- ☆21Updated last year
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆13Updated 2 months ago
- ☆40Updated 6 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆120Updated 7 months ago
- Regional Ocean Forecasting with Hierarchical Graph Neural Networks☆14Updated last week
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆66Updated 7 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆13Updated last week
- ☆24Updated last year
- ☆12Updated 6 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆16Updated last month
- Diffusion for climate downscaling☆59Updated 10 months ago
- ☆30Updated last year