jejjohnson / oceanbenchLinks
OceanBench - SSH edition
☆21Updated last year
Alternatives and similar repositories for oceanbench
Users that are interested in oceanbench are comparing it to the libraries listed below
Sorting:
- Official implementation of Score-based Data Assimilation☆71Updated last year
- ☆32Updated 3 months ago
- Tooling for creating, visualising and storing data-driven weather-model graphs☆16Updated 7 months ago
- Use Deep Learning in Data Assimilation☆47Updated 7 months ago
- Regional Ocean Forecasting with Hierarchical Graph Neural Networks☆16Updated 3 weeks ago
- Uncertainty quantification for data-driven weather models.☆14Updated 4 months ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆17Updated last month
- A generative foundation model for the kilometer-scale atmosphere☆70Updated 2 weeks ago
- ☆31Updated 2 months ago
- ☆39Updated 4 years ago
- A spherical CNN for weather forecasting☆72Updated 2 years ago
- ☆91Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆174Updated 2 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆102Updated 5 months ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆33Updated 5 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆35Updated 5 months ago
- ☆46Updated 7 months ago
- Benchmarking tools for applying AI/ML to data assimilation☆23Updated 2 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆45Updated last week
- Code for neural network parameterization project☆19Updated last year
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 6 months ago
- Ai2 Climate Emulator☆116Updated 2 weeks ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆17Updated 2 years ago
- ☆65Updated 5 months ago
- Quasi-geostrophic spectral solver in PyTorch☆18Updated 2 years ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆33Updated 3 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 2 weeks ago
- Diffusion for climate downscaling☆66Updated last year
- Quantification of Uncertainties in Neural Networks☆11Updated 5 months ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆69Updated 4 years ago