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Inferring galaxy cluster masses from cosmic microwave background lensing with neural simulation based inference

EJ Baxter, S Pandey - arXiv preprint arXiv:2401.08910, 2024 - arxiv.org
Astronomy paper astro-ph.CO Suggest

… We apply simulation based inference (SBI) using neural likelihood models to the problem. We show that in circumstances where the exact likelihood can be computed, the …

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BibTeX

@misc{baxter2024inferring,
title={Inferring galaxy cluster masses from cosmic microwave background lensing with neural simulation based inference},
author={Eric J. Baxter and Shivam Pandey},
year={2024},
eprint={2401.08910},
archivePrefix={arXiv},
primaryClass={id='astro-ph.CO' full_name='Cosmology and Nongalactic Astrophysics' is_active=True alt_name=None in_archive='astro-ph' is_general=False description='Phenomenology of early universe, cosmic microwave background, cosmological parameters, primordial element abundances, extragalactic distance scale, large-scale structure of the universe. Groups, superclusters, voids, intergalactic medium. Particle astrophysics dark energy, dark matter, baryogenesis, leptogenesis, inflationary models, reheating, monopoles, WIMPs, cosmic strings, primordial black holes, cosmological gravitational radiation'}
}

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