CIA-Oceanix / 4dvarnet-starterLinks
Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it
☆13Updated last month
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☆77Updated last year
- Use Deep Learning in Data Assimilation☆57Updated 11 months ago
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆32Updated 5 months ago
- OceanBench - SSH edition☆22Updated last year
- ☆35Updated 3 months ago
- ☆47Updated 9 months ago
- Regional Ocean Forecasting with Hierarchical Graph Neural Networks☆17Updated 4 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆116Updated 9 months ago
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆20Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆51Updated 2 weeks ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆37Updated 7 months ago
- Benchmarking tools for applying AI/ML to data assimilation☆25Updated 6 months ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆28Updated 3 weeks ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆76Updated 5 years ago
- A generative foundation model for the kilometer-scale atmosphere☆88Updated 2 weeks ago
- ☆36Updated 6 months ago
- ☆47Updated 11 months ago
- ☆52Updated last year
- Code for neural network parameterization project☆19Updated 2 years ago
- ☆13Updated 6 years ago
- Diffusion for climate downscaling☆77Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆189Updated this week
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆42Updated last year
- Uncertainty quantification for data-driven weather models.☆14Updated 8 months ago
- Latent Diffusion model for ensemble weather forecasting☆21Updated 6 months ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 3 years ago
- ☆109Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 9 months ago
- Machine learning applied to interpolate sea-surface height observations from altimetry tracks.☆11Updated 2 years ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 10 months ago