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...

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Bibliografische gegevens
Hoofdauteurs: Stiskalek, R, Bartlett, DJ, Desmond, H, Anbajagane, D
Formaat: Journal article
Taal:English
Gepubliceerd in: Oxford University Press 2022

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