neuralgcm / dinosaurLinks
NeuralGCM's differentiable dycore
☆307Updated last week
Alternatives and similar repositories for dinosaur
Users that are interested in dinosaur are comparing it to the libraries listed below
Sorting:
- ☆67Updated last year
- Massively parallel training of machine-learning based weather and climate models☆339Updated this week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 10 months ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆246Updated last year
- A modular framework for evaluating weather forecasts☆157Updated this week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆115Updated last year
- A benchmark for the next generation of data-driven global weather models.☆581Updated last month
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆276Updated this week
- Official implementation of Score-based Data Assimilation☆74Updated last year
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆315Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆186Updated last week
- Ai2 Climate Emulator☆148Updated last month
- A generative foundation model for the kilometer-scale atmosphere☆87Updated this week
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆34Updated 7 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆50Updated 2 weeks ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆81Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆637Updated 2 years ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆167Updated 3 months ago
- ☆106Updated last year
- ☆537Updated 9 months ago
- ☆71Updated 8 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆89Updated 7 months ago
- ☆47Updated 11 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆897Updated this week
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆37Updated 6 months ago
- ☆92Updated last year
- ☆36Updated 5 months ago
- Source code for ClimateLearn☆350Updated last year
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆31Updated 4 months ago
- Use Deep Learning in Data Assimilation☆57Updated 11 months ago