microsoft-aurora 0.0.0

Implementation of the Aurora model

Aurora: A Foundation Model of the Atmosphere

Implementation of the Aurora model for atmospheric forecasting.

Link to the paper on arXiv.

Link to the documentation.

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},
}

Getting Started

Install with pip:

pip install microsoft-aurora

Example here.

FAQ

FAQ.

Developing Locally

First, install the repository in editable mode and setup pre-commit:

make install

To run the tests and print coverage, run

make test

You can then explore the coverage in the browser by opening htmlcov/index.html.

To locally build the documentation, run

make docs

To locally view the documentation, open docs/_build/index.html in your browser.