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Field-level simulation-based inference with galaxy catalogs the impact of systematic effects

NSM de Santi, F Villaescusa-Navarro… - arXiv preprint arXiv …, 2023 - arxiv.org
Astrophysics paper astro-ph.CO Suggest

It has been recently shown that a powerful way to constrain cosmological parameters from galaxy redshift surveys is to train graph neural networks to perform field-level …

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BibTeX

@misc{desanti2024fieldlevelsimulationbasedinferencegalaxy,
title={Field-level simulation-based inference with galaxy catalogs the impact of systematic effects},
author={Natalí S. M. de Santi and Francisco Villaescusa-Navarro and L. Raul Abramo and Helen Shao and Lucia A. Perez and Tiago Castro and Yueying Ni and Christopher C. Lovell and Elena Hernandez-Martinez and Federico Marinacci and David N. Spergel and Klaus Dolag and Lars Hernquist and Mark Vogelsberger},
year={2024},
eprint={2310.15234},
archivePrefix={arXiv},
primaryClass={astro-ph.CO},
url={https//arxiv.org/abs/2310.15234},
}

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