google-research / weatherbench2
A benchmark for the next generation of data-driven global weather models.
☆508Updated this week
Alternatives and similar repositories for weatherbench2:
Users that are interested in weatherbench2 are comparing it to the libraries listed below
- ☆456Updated 3 weeks ago
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆227Updated this week
- NeuralGCM's differentiable dycore☆257Updated 2 weeks ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆221Updated 3 months ago
- Initial public release of code, data, and model weights for FourCastNet☆566Updated last year
- Implementation of the Aurora model for Earth system forecasting☆314Updated this week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆259Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆147Updated last month
- Hybrid ML + physics model of the Earth's atmosphere☆799Updated this week
- Source code for ClimateLearn☆328Updated last year
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆231Updated 3 weeks ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆370Updated last week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆148Updated last month
- A benchmark dataset for data-driven weather forecasting☆746Updated last year
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆150Updated this week
- ☆76Updated 6 months ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆211Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆112Updated 11 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆66Updated 10 months ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆237Updated this week
- ☆99Updated 6 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆218Updated last month
- A collection of research papers on Diffusion Models for Weather Forecasting.☆112Updated last month
- A cascade machine learning forecasting system for 15-day global weather forecast☆109Updated last year
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆134Updated 3 weeks ago
- ☆62Updated last year
- Official implementation of Earthformer☆385Updated last year
- ☆54Updated this week
- Python package for easy access to weather and climate data☆379Updated 4 months ago