CIA-Oceanix / 4dvarnet-starterLinks
Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it
☆13Updated 2 weeks ago
Alternatives and similar repositories for 4dvarnet-starter
Users that are interested in 4dvarnet-starter are comparing it to the libraries listed below
Sorting:
- Official implementation of Score-based Data Assimilation☆72Updated last year
- Use Deep Learning in Data Assimilation☆52Updated 9 months ago
- ☆32Updated last month
- OceanBench - SSH edition☆21Updated last year
- Benchmarking tools for applying AI/ML to data assimilation☆23Updated 4 months ago
- ☆42Updated 7 months ago
- ☆34Updated 4 months ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆35Updated 5 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆40Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆48Updated last week
- A generative foundation model for the kilometer-scale atmosphere☆81Updated 2 weeks ago
- Regional Ocean Forecasting with Hierarchical Graph Neural Networks☆16Updated 2 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆181Updated this week
- ☆105Updated last year
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 2 years ago
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆28Updated 3 months ago
- Diffusion for climate downscaling☆72Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆101Updated 8 months ago
- ☆47Updated 9 months ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆35Updated 7 months ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆73Updated 4 years ago
- ☆26Updated last year
- Code for neural network parameterization project☆19Updated last year
- Ai2 Climate Emulator☆135Updated 2 weeks ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆27Updated last week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 8 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- ☆58Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆112Updated 7 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆86Updated 6 months ago