schmidtjonathan / Climate2WeatherLinks
This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulation"
☆36Updated 6 months ago
Alternatives and similar repositories for Climate2Weather
Users that are interested in Climate2Weather are comparing it to the libraries listed below
Sorting:
- Official implementation of Score-based Data Assimilation☆84Updated 2 years 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…☆52Updated last week
- NeuralGCM's differentiable dycore☆317Updated 2 weeks ago
- Code repository for paper: A score-based filter for nonlinear data assimilation☆13Updated last year
- ☆40Updated 7 months ago
- A generative foundation model for the kilometer-scale atmosphere☆90Updated last month
- Regional Ocean Forecasting with Hierarchical Graph Neural Networks☆18Updated 5 months ago
- ☆36Updated 4 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆118Updated 10 months ago
- ☆47Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆193Updated 2 weeks ago
- A framework for composing Neural Processes in Python☆89Updated last year
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆35Updated 9 months ago
- AtmoRep model code☆46Updated 10 months ago
- Streamlined version of the 4dvarnet algorithm: probably a good starting point to understand and applying it☆13Updated last week
- ☆47Updated 10 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated last year
- Use Deep Learning in Data Assimilation☆61Updated last year
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆181Updated this week
- ☆110Updated last year
- OceanBench - SSH edition☆22Updated 2 years ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆39Updated 8 months ago
- Neural Emulator Architectures in JAX.☆23Updated last year
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆52Updated 3 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆282Updated last week
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆94Updated 9 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆230Updated 6 months ago
- Painless distributed training with torch☆12Updated last week
- Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.☆28Updated 4 months ago