google-research / weatherbench2Links
A benchmark for the next generation of data-driven global weather models.
☆558Updated last month
Alternatives and similar repositories for weatherbench2
Users that are interested in weatherbench2 are comparing it to the libraries listed below
Sorting:
- ☆523Updated 6 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆258Updated this week
- Initial public release of code, data, and model weights for FourCastNet☆612Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆870Updated this week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆275Updated this week
- Implementation of the Aurora model for Earth system forecasting☆743Updated last month
- Source code for ClimateLearn☆342Updated last year
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆241Updated 9 months ago
- NeuralGCM's differentiable dycore☆297Updated 2 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆254Updated this week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 7 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆178Updated 2 months ago
- A benchmark dataset for data-driven weather forecasting☆781Updated last year
- Official implementation of Earthformer☆413Updated 2 years ago
- A modular framework for evaluating weather forecasts☆128Updated this week
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆297Updated 2 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆252Updated 7 months ago
- Massively parallel training of machine-learning based weather and climate models☆318Updated 2 weeks ago
- ☆86Updated 11 months ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆404Updated last week
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆223Updated last year
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆262Updated this week
- A collection of research papers on Diffusion Models for Weather Forecasting.☆178Updated 2 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆81Updated 5 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆140Updated last year
- ☆107Updated 11 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆153Updated last month
- ☆65Updated 6 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆130Updated 4 months ago