francois-rozet / sdaLinks
Official implementation of Score-based Data Assimilation
☆67Updated last year
Alternatives and similar repositories for sda
Users that are interested in sda are comparing it to the libraries listed below
Sorting:
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆41Updated last week
- A generative foundation model for the kilometer-scale atmosphere☆60Updated 2 weeks ago
- ☆30Updated 2 weeks ago
- Benchmarking tools for applying AI/ML to data assimilation☆18Updated last month
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆39Updated last year
- Use Deep Learning in Data Assimilation☆45Updated 6 months ago
- ☆44Updated 6 months ago
- ☆30Updated 2 months ago
- Ai2 Climate Emulator☆105Updated this week
- ☆67Updated last year
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆21Updated 5 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆155Updated 5 months ago
- OceanBench - SSH edition☆20Updated last year
- ☆91Updated last year
- NeuralGCM's differentiable dycore☆282Updated last week
- A modular framework for evaluating weather forecasts☆109Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆171Updated 2 weeks ago
- ☆37Updated 4 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆13Updated 2 weeks ago
- Uncertainty quantification for data-driven weather models.☆13Updated 3 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆57Updated this week
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆46Updated last year
- Lorenz 1996 two time-scale model for learning machine learning☆51Updated 5 months ago
- ☆62Updated 3 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆86Updated 4 months ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆32Updated 2 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆30Updated 3 months ago
- A spherical CNN for weather forecasting☆72Updated 2 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆57Updated 4 months ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆47Updated 3 weeks ago