The scatter in the galaxy-halo connection: a machine learning analysis

The scatter in the galaxy-halo connection: a machine learning analysis

We apply machine learning (ML), a powerful method for uncovering complex correlations in high-dimensional data, to the galaxy-halo connection of cosmological hydrodynamical simulations. The mapping between galaxy and halo variables is stochastic in the absence of perfect information, but conventiona...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Stiskalek, R, Bartlett, DJ, Desmond, H, Anbajagane, D
Fformat:	Journal article
Iaith:	English
Cyhoeddwyd:	Oxford University Press 2022

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