google-research / weatherbench2
A benchmark for the next generation of data-driven global weather models.
☆513Updated this week
Alternatives and similar repositories for weatherbench2:
Users that are interested in weatherbench2 are comparing it to the libraries listed below
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆231Updated last week
- ☆466Updated last month
- NeuralGCM's differentiable dycore☆266Updated last week
- Source code for ClimateLearn☆329Updated last year
- Implementation of the Aurora model for Earth system forecasting☆324Updated last week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆260Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆571Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆803Updated this week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆224Updated 4 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆149Updated last month
- A modular framework for evaluating weather forecasts☆85Updated this week
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆242Updated last month
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆216Updated last year
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆149Updated 2 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆165Updated this week
- ☆80Updated 6 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆113Updated last year
- ☆100Updated 6 months ago
- Official implementation of Earthformer☆388Updated last year
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆371Updated last week
- A benchmark dataset for data-driven weather forecasting☆749Updated last year
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆244Updated last week
- Massively parallel training of machine-learning based weather and climate models☆247Updated 3 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆138Updated 2 weeks ago
- A list of Precipitation Nowcasting papers and related resources.☆152Updated 3 months ago
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆130Updated 6 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆220Updated 2 months ago
- ☆54Updated 3 weeks ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆118Updated last year
- ☆64Updated last year