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...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Stiskalek, R, Bartlett, DJ, Desmond, H, Anbajagane, D
Formáid:	Journal article
Teanga:	English
Foilsithe / Cruthaithe:	Oxford University Press 2022

Míreanna comhchosúla

Baryonic Imprints on DM Halos: the concentration-mass relation and its dependence on halo and galaxy properties
de réir: Mufan Shao, et al.
Foilsithe / Cruthaithe: (2024-04-01)

On the galaxy–halo connection in the EAGLE simulation
de réir: Desmond, H, et al.
Foilsithe / Cruthaithe: (2017)

Revealing the Galaxy–Halo Connection through Machine Learning
de réir: Ryan Hausen, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Evaluating the reconstruction of individual haloes in constrained cosmological simulations
de réir: Stiskalek, R, et al.
Foilsithe / Cruthaithe: (2023)

Revealing the galaxy–halo connection in IllustrisTNG
de réir: Bose, Sownak, et al.
Foilsithe / Cruthaithe: (2022)

Revealing the galaxy–halo connection in IllustrisTNG
de réir: Bose, Sownak, et al.
Foilsithe / Cruthaithe: (2021)

The galaxy-halo connection in the VIDEO Survey at 0.5
de réir: Hatfield, P, et al.
Foilsithe / Cruthaithe: (2016)

The Galaxy–Halo Connection of DESI Luminous Red Galaxies with Subhalo Abundance Matching
de réir: Angela M. Berti, et al.
Foilsithe / Cruthaithe: (2023-01-01)

How the Galaxy–Halo Connection Depends on Large-scale Environment
de réir: John F. Wu, et al.
Foilsithe / Cruthaithe: (2024-01-01)

LATIS: Constraints on the Galaxy–Halo Connection at z ∼ 2.5 from Galaxy–Galaxy and Galaxy–Lyα Clustering
de réir: Andrew B. Newman, et al.
Foilsithe / Cruthaithe: (2024-01-01)

High-redshift Halo–Galaxy Connection via Constrained Simulations
de réir: Adi Nusser
Foilsithe / Cruthaithe: (2024-01-01)

From Halos to Galaxies. VII. The Connections between Stellar Mass Growth History, Quenching History, and Halo Assembly History for Central Galaxies
de réir: Cheqiu Lyu, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Connecting the cosmic web to the spin of dark halos: implications for galaxy formation
de réir: Codis, S, et al.
Foilsithe / Cruthaithe: (2012)

The information on halo properties contained in spectroscopic observations of late-type galaxies
de réir: Yasin, T, et al.
Foilsithe / Cruthaithe: (2022)

From Halos to Galaxies. IX. Estimate of Halo Assembly History for SDSS Galaxy Groups
de réir: Cheqiu Lyu, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Inferring dark matter halo properties for H i-selected galaxies
de réir: Yasin, T, et al.
Foilsithe / Cruthaithe: (2023)

The information on halo properties contained in spectroscopic observations of late-type galaxies
de réir: Yasin, T, et al.
Foilsithe / Cruthaithe: (2023)

The gaseous haloes of disc galaxies
de réir: Fraternali, F, et al.
Foilsithe / Cruthaithe: (2005)

Merger Response of Halo Anisotropy Properties
de réir: Kuan Wang, et al.
Foilsithe / Cruthaithe: (2025-01-01)

The Galaxy Number Density Profile of Halos
de réir: Fei Qin, et al.
Foilsithe / Cruthaithe: (2023-01-01)

The galaxy halo formation rate
de réir: Percival, W, et al.
Foilsithe / Cruthaithe: (1998)

Gaseous Haloes: Linking Galaxies to the IGM
de réir: Fraternali, F, et al.
Foilsithe / Cruthaithe: (2007)

Gaseous haloes: Linking galaxies to the IGM
de réir: Fraternali, F, et al.
Foilsithe / Cruthaithe: (2007)

The Baryonic Halos of Isolated Elliptical Galaxies
de réir: Ricardo Salinas, et al.
Foilsithe / Cruthaithe: (2017-08-01)

Ellipticities of Galaxy Cluster Halos from Halo–Shear–Shear Correlations
de réir: Zhenjie Liu, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Cuspy Dark-Matter Haloes and the Galaxy
de réir: Binney, J, et al.
Foilsithe / Cruthaithe: (2001)

On the formation of dwarf galaxies and stellar haloes
de réir: Read, J, et al.
Foilsithe / Cruthaithe: (2006)

Halo Asymmetry in the Modeling of Galaxy Clustering
de réir: Anna Durkalec, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Gamma-ray pulsar halos in the Galaxy
de réir: Kun Fang
Foilsithe / Cruthaithe: (2022-10-01)

Globular Clusters and the Halos of Dwarf Galaxies
de réir: Søren S. Larsen
Foilsithe / Cruthaithe: (2017-08-01)

Magnetic Fields and Halos in Spiral Galaxies
de réir: Marita Krause
Foilsithe / Cruthaithe: (2019-05-01)

Analysis of dark matter profiles in the halos of spiral galaxies
de réir: Kuantay Boshkayev, et al.
Foilsithe / Cruthaithe: (2023-10-01)

Halo ejection in distant radio galaxies: Jet feedback in massive galaxy formation
de réir: Dopita, M, et al.
Foilsithe / Cruthaithe: (2007)

From Halos to Galaxies. VI. Improved Halo Mass Estimation for SDSS Groups and Measurement of the Halo Mass Function
de réir: Dingyi Zhao, et al.
Foilsithe / Cruthaithe: (2025-01-01)

An extended halo around an ancient dwarf galaxy
de réir: Chiti, Anirudh, et al.
Foilsithe / Cruthaithe: (2022)

An extended halo around an ancient dwarf galaxy
de réir: Chiti, Anirudh, et al.
Foilsithe / Cruthaithe: (2022)

A centrally heated dark halo for our Galaxy
de réir: Cole, D, et al.
Foilsithe / Cruthaithe: (2016)

Constraining the Galaxy's dark halo with RAVE stars
de réir: Piffl, T, et al.
Foilsithe / Cruthaithe: (2014)

The Persistence of Warps in Spiral Galaxies with Massive Halos
de réir: Binney, J, et al.
Foilsithe / Cruthaithe: (1997)

Massive elliptical galaxies: From cores to halos
de réir: Lintott, C, et al.
Foilsithe / Cruthaithe: (2006)