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Uncovering dark matter density profiles in dwarf galaxies with graph neural networks

T Nguyen, S Mishra-Sharma, R Williams, L Necib - Physical Review D, 2023 - APS
Astrophysics paper astro-ph.CO Suggest

… We introduce a new method that leverages simulation-based inference and graph-based machine learning in order to infer the dark matter density profiles of dwarf …

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BibTeX

@misc{nguyen2022uncoveringdarkmatterdensity,
title={Uncovering dark matter density profiles in dwarf galaxies with graph neural networks},
author={Tri Nguyen and Siddharth Mishra-Sharma and Reuel Williams and Lina Necib},
year={2022},
eprint={2208.12825},
archivePrefix={arXiv},
primaryClass={astro-ph.CO},
doi={https//doi.org/10.1103/PhysRevD.107.043015},
url={https//arxiv.org/abs/2208.12825},
}

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