NVlabs / FourCastNetLinks
Initial public release of code, data, and model weights for FourCastNet
☆622Updated 2 years ago
Alternatives and similar repositories for FourCastNet
Users that are interested in FourCastNet are comparing it to the libraries listed below
Sorting:
- A benchmark for the next generation of data-driven global weather models.☆570Updated last week
- ☆531Updated 8 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆265Updated last week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆280Updated this week
- Massively parallel training of machine-learning based weather and climate models☆330Updated last week
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆314Updated 4 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆181Updated this week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆272Updated this week
- Official implementation of Earthformer☆420Updated 2 years ago
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆245Updated 10 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆880Updated this week
- A cascade machine learning forecasting system for 15-day global weather forecast☆149Updated last year
- ☆143Updated 9 months ago
- A benchmark dataset for data-driven weather forecasting☆793Updated last year
- ☆68Updated last year
- NeuralGCM's differentiable dycore☆305Updated this week
- Implementation of the Aurora model for Earth system forecasting☆768Updated last week
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆86Updated 6 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆196Updated 3 months ago
- The open-source solutions of FourCastNet and GraphCast☆362Updated 2 years ago
- ☆88Updated last year
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆157Updated 8 months ago
- Source code for ClimateLearn☆347Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆174Updated 10 months ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆230Updated last year
- ☆110Updated last year
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆279Updated this week
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆112Updated 7 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆261Updated 8 months ago
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago