metadata

license: cc-by-nc-sa-4.0
language:
  - en
tags:
  - deep-learning
  - atmospheric-dynamics
  - atmospheric-chemistry
  - foundation-models
  - aurora-model

Aurora: A Foundation Model of the Atmosphere

This repository contains model weights for various versions of Aurora.

Please see the GitHub repository for more information.

Link to the paper on arXiv.

Cite us as follows:

@misc{bodnar2024aurora,
    title = {Aurora: A Foundation Model of the Atmosphere},
    author = {Cristian Bodnar and Wessel P. Bruinsma and Ana Lucic and Megan Stanley and Johannes Brandstetter and Patrick Garvan and Maik Riechert and Jonathan Weyn and Haiyu Dong and Anna Vaughan and Jayesh K. Gupta and Kit Tambiratnam and Alex Archibald and Elizabeth Heider and Max Welling and Richard E. Turner and Paris Perdikaris},
    year = {2024},
    url = {https://arxiv.org/abs/2405.13063},
    eprint = {2405.13063},
    archivePrefix = {arXiv},
    primaryClass = {physics.ao-ph},
}