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Estimating the warm dark matter mass from strong lensing images with truncated marginal neural ratio estimation

N Anau Montel, A Coogan, C Correa… - Monthly Notices of …, 2023 - academic.oup.com
Astrophysics paper astro-ph.CO Suggest

… In this work, we have presented the first step towards a new neural simulation-based inference pipeline (see Section 3) to analyse present and future strong gravitational …

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BibTeX

@misc{montel2022estimating,
title={Estimating the warm dark matter mass from strong lensing images with truncated marginal neural ratio estimation},
author={Noemi Anau Montel and Adam Coogan and Camila Correa and Konstantin Karchev and Christoph Weniger},
year={2022},
eprint={2205.09126},
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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