google-research / weatherbench2Links
A benchmark for the next generation of data-driven global weather models.
☆590Updated 3 weeks ago
Alternatives and similar repositories for weatherbench2
Users that are interested in weatherbench2 are comparing it to the libraries listed below
Sorting:
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆283Updated 2 weeks ago
- Run AI-based weather forecasting models with ECMWF data☆553Updated last month
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆291Updated this week
- Initial public release of code, data, and model weights for FourCastNet☆652Updated 2 years ago
- Implementation of the Aurora model for Earth system forecasting☆834Updated 2 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆195Updated 3 weeks ago
- Source code for ClimateLearn☆351Updated last year
- A benchmark dataset for data-driven weather forecasting☆811Updated 2 years ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆252Updated 2 weeks ago
- Hybrid ML + physics model of the Earth's atmosphere☆945Updated this week
- NeuralGCM's differentiable dycore☆317Updated last week
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆335Updated 7 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated last year
- A modular framework for evaluating weather forecasts☆180Updated this week
- Official implementation of Earthformer☆436Updated 2 years ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆632Updated this week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆275Updated this week
- A collection of research papers on Diffusion Models for Weather Forecasting.☆230Updated 6 months ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆237Updated 2 years ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆277Updated last year
- Massively parallel training of machine-learning based weather and climate models☆354Updated this week
- ☆93Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆94Updated 9 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆158Updated 2 years ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆444Updated 3 weeks ago
- ☆74Updated 10 months ago
- ☆113Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆177Updated last year
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆178Updated last week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆116Updated last year