kyegomez / AuroraLinks
Implementation of the paper: "Aurora: A Foundation Model of the Atmosphere" in PyTorch
☆22Updated this week
Alternatives and similar repositories for Aurora
Users that are interested in Aurora are comparing it to the libraries listed below
Sorting:
- ☆62Updated 3 months ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆26Updated 3 months ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆27Updated 10 months ago
- ☆40Updated 3 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆97Updated 3 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆71Updated 8 months ago
- ☆21Updated last year
- Subseasonal forecasting models☆54Updated 4 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆72Updated 2 months ago
- Data access package for the SubseasonalClimateUSA dataset☆32Updated 7 months ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated this week
- Integrating Large Weather Models with Data Assimilation☆17Updated last year
- ☆28Updated 10 months ago
- An implementation of "metnet3" in Pytorch☆39Updated 2 months ago
- ☆102Updated 9 months ago
- ☆29Updated 8 months ago
- WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition☆33Updated last year
- A modular framework for evaluating weather forecasts☆102Updated last week
- ☆67Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆39Updated last week
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 2 years ago
- Neural Manifold Operators (KDD 2024)☆22Updated 6 months ago
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆33Updated 2 years ago
- ☆23Updated last year
- ☆30Updated last year
- Uncertainty quantification for data-driven weather models.☆13Updated 2 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆14Updated 2 weeks ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆14Updated 8 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆170Updated this week
- Awesome-AI4Earth: a curated list of machine learning in Earth System, especially for weather and climate.☆12Updated last year