NVlabs / FourCastNetLinks
Initial public release of code, data, and model weights for FourCastNet
☆583Updated last year
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.☆526Updated last week
- ☆486Updated 3 months ago
- PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…☆236Updated last week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆231Updated 6 months ago
- NeuralGCM's differentiable dycore☆272Updated last month
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆190Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆165Updated 3 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆828Updated this week
- The open-source solutions of FourCastNet and GraphCast☆343Updated 2 years ago
- Massively parallel training of machine-learning based weather and climate models☆250Updated 3 weeks ago
- Adaptive FNO transformer - official Pytorch implementation☆254Updated 2 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆266Updated this week
- ☆67Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆122Updated last year
- 🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆259Updated 3 weeks ago
- Official implementation of Earthformer☆400Updated last year
- ☆102Updated 8 months ago
- A benchmark dataset for data-driven weather forecasting☆761Updated last year
- ☆83Updated 8 months ago
- ☆129Updated 4 months ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆248Updated this week
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆216Updated last year
- Source code for ClimateLearn☆334Updated last year
- Latent diffusion for generative precipitation nowcasting☆127Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆140Updated 2 weeks ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆70Updated last month
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆232Updated 4 months ago
- Implementation of the Aurora model for Earth system forecasting☆519Updated last week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆150Updated 4 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆142Updated 2 months ago