francois-rozet / sda
Official implementation of Score-based Data Assimilation
☆45Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for sda
- ☆58Updated 9 months ago
- Ai2 Climate Emulator☆53Updated this week
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆31Updated 6 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆117Updated this week
- ☆33Updated 4 months ago
- ☆33Updated 3 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆72Updated last year
- Diffusion for climate downscaling☆37Updated 4 months ago
- Lorenz 1996 two time-scale model for learning machine learning☆36Updated this week
- ☆88Updated 6 months ago
- Code for neural network parameterization project☆16Updated last year
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆141Updated this week
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆54Updated last year
- ☆212Updated 2 weeks ago
- ☆23Updated 8 months ago
- Use Deep Learning in Data Assimilation☆21Updated last month
- Testing out Diffusion-based models for weather and PV forecasting☆12Updated last month
- scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.☆68Updated this week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆108Updated 7 months ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆39Updated 8 months ago
- AtmoRep model code☆43Updated this week
- A spherical CNN for weather forecasting☆68Updated last year
- ☆36Updated 2 months ago
- ☆20Updated 5 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆26Updated last year
- ☆31Updated last year
- OceanBench - SSH edition☆16Updated 9 months ago
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆47Updated last year
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆48Updated 6 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year