deinal / seacast
Regional Ocean Forecasting with Hierarchical Graph Neural Networks
☆13Updated last week
Alternatives and similar repositories for seacast:
Users that are interested in seacast are comparing it to the libraries listed below
- ☆24Updated this week
- Official implementation of Score-based Data Assimilation☆58Updated last year
- OceanBench - SSH edition☆20Updated last year
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆20Updated 3 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆34Updated 2 weeks ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆37Updated 11 months ago
- Diffusion for climate downscaling☆59Updated 10 months ago
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆11Updated 2 years ago
- Use Deep Learning in Data Assimilation☆44Updated 3 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆94Updated last month
- ☆24Updated last year
- ☆27Updated 6 months ago
- Try to approximate the solution of Fokker-Planck equation☆9Updated last year
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".Updated 7 months ago
- ☆16Updated 5 months ago
- Benchmarking tools for applying AI/ML to data assimilation☆15Updated last week
- ☆13Updated 2 years ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆26Updated 2 months ago
- ☆38Updated last month
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆14Updated 2 weeks ago
- ☆35Updated 3 years ago
- CNN based ENSO all season forecast model☆18Updated 8 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Code repository for paper: A score-based filter for nonlinear data assimilation☆10Updated 6 months ago
- ☆43Updated 7 months ago
- ☆65Updated last year
- ☆41Updated 4 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆159Updated 2 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 6 months ago