neuralgcm / dinosaur
NeuralGCM's differentiable dycore
☆256Updated last week
Alternatives and similar repositories for dinosaur:
Users that are interested in dinosaur are comparing it to the libraries listed below
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆218Updated 3 months ago
- ☆62Updated last year
- A benchmark for the next generation of data-driven global weather models.☆503Updated this week
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆142Updated last week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆112Updated 11 months ago
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆226Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆145Updated 3 weeks ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆148Updated last month
- Massively parallel training of machine-learning based weather and climate models☆245Updated 2 months ago
- Official implementation of Score-based Data Assimilation☆51Updated last year
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆131Updated 2 weeks ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆66Updated 10 months ago
- ☆54Updated 4 months ago
- Implementation of the Aurora model for Earth system forecasting☆313Updated this week
- Ai2 Climate Emulator☆84Updated last month
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆30Updated this week
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆26Updated this week
- ☆452Updated 2 weeks ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆211Updated last year
- Initial public release of code, data, and model weights for FourCastNet☆566Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆794Updated this week
- ☆76Updated 5 months ago
- ☆89Updated 10 months ago
- Subseasonal forecasting models☆48Updated last month
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆258Updated this week
- This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulati…☆19Updated last month
- ☆99Updated 5 months ago
- Source code for ClimateLearn☆328Updated 11 months ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆365Updated last week