Revealing the Galaxy–Halo Connection through Machine Learning

Revealing the Galaxy–Halo Connection through Machine Learning

Understanding the connections between galaxy stellar mass, star formation rate, and dark matter halo mass represents a key goal of the theory of galaxy formation. Cosmological simulations that include hydrodynamics, physical treatments of star formation, feedback from supernovae, and the radiative t...

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Bibliographic Details
Main Authors:	Ryan Hausen, Brant E. Robertson, Hanjue Zhu, Nickolay Y. Gnedin, Piero Madau, Evan E. Schneider, Bruno Villasenor, Nicole E. Drakos
Format:	Article
Language:	English
Published:	IOP Publishing 2023-01-01
Series:	The Astrophysical Journal
Subjects:	Galaxy formation Galaxy dark matter halos Large-scale structure of the universe N-body simulations
Online Access:	https://doi.org/10.3847/1538-4357/acb25c

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