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Title: UniverseMachine: The correlation between galaxy growth and dark matter halo assembly from z = 0−10

Abstract

ABSTRACT We present a method to flexibly and self-consistently determine individual galaxies’ star formation rates (SFRs) from their host haloes’ potential well depths, assembly histories, and redshifts. The method is constrained by galaxies’ observed stellar mass functions, SFRs (specific and cosmic), quenched fractions, ultraviolet (UV) luminosity functions, UV–stellar mass relations, IRX–UV relations, auto- and cross-correlation functions (including quenched and star-forming subsamples), and quenching dependence on environment; each observable is reproduced over the full redshift range available, up to 0 < z < 10. Key findings include the following: galaxy assembly correlates strongly with halo assembly; quenching correlates strongly with halo mass; quenched fractions at fixed halo mass decrease with increasing redshift; massive quenched galaxies reside in higher-mass haloes than star-forming galaxies at fixed galaxy mass; star-forming and quenched galaxies’ star formation histories at fixed mass differ most at z < 0.5; satellites have large scatter in quenching time-scales after infall, and have modestly higher quenched fractions than central galaxies; Planck cosmologies result in up to 0.3 dex lower stellar – halo mass ratios at early times; and, none the less, stellar mass–halo mass ratios rise at z > 5. Also presented are revised stellar mass – halo mass relations formore » all, quenched, star-forming, central, and satellite galaxies; the dependence of star formation histories on halo mass, stellar mass, and galaxy SSFR; quenched fractions and quenching time-scale distributions for satellites; and predictions for higher-redshift galaxy correlation functions and weak lensing surface densities. The public data release (DR1) includes the massively parallel (>105 cores) implementation (the UniverseMachine), the newly compiled and remeasured observational data, derived galaxy formation constraints, and mock catalogues including lightcones.« less

Authors:
ORCiD logo [1];  [2];  [3];  [4]
  1. Department of Astronomy and Steward Observatory, University of Arizona, Tucson, AZ 85721, USA
  2. Kavli Institute for Particle Astrophysics and Cosmology and Department of Physics, Stanford University, Stanford, CA 94305, USA, Department of Particle Physics and Astrophysics, SLAC National Accelerator Laboratory, Stanford, CA 94305, USA
  3. High-Energy Physics Division, Argonne National Laboratory, Argonne, IL 60439, USA
  4. Department of Astronomy, Harvard University, Cambridge, MA 02138, USA
Publication Date:
Research Org.:
Argonne National Laboratory (ANL), Argonne, IL (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Ames Laboratory (AMES), Ames, IA (United States); Brookhaven National Laboratory (BNL), Upton, NY (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP); USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF); National Aeronautics and Space Administration (NASA); National Science Foundation (NSF)
OSTI Identifier:
1548430
Alternate Identifier(s):
OSTI ID: 1561090
Grant/Contract Number:  
AC02-05CH11231; AC02-06CH11357; AC02-76SF00515; NAS5-26555; 1066293; PHY11-25915
Resource Type:
Published Article
Journal Name:
Monthly Notices of the Royal Astronomical Society
Additional Journal Information:
Journal Name: Monthly Notices of the Royal Astronomical Society Journal Volume: 488 Journal Issue: 3; Journal ID: ISSN 0035-8711
Publisher:
Oxford University Press
Country of Publication:
United Kingdom
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; galaxy formation; galaxy haloes

Citation Formats

Behroozi, Peter, Wechsler, Risa H., Hearin, Andrew P., and Conroy, Charlie. UniverseMachine: The correlation between galaxy growth and dark matter halo assembly from z = 0−10. United Kingdom: N. p., 2019. Web. doi:10.1093/mnras/stz1182.
Behroozi, Peter, Wechsler, Risa H., Hearin, Andrew P., & Conroy, Charlie. UniverseMachine: The correlation between galaxy growth and dark matter halo assembly from z = 0−10. United Kingdom. https://doi.org/10.1093/mnras/stz1182
Behroozi, Peter, Wechsler, Risa H., Hearin, Andrew P., and Conroy, Charlie. Thu . "UniverseMachine: The correlation between galaxy growth and dark matter halo assembly from z = 0−10". United Kingdom. https://doi.org/10.1093/mnras/stz1182.
@article{osti_1548430,
title = {UniverseMachine: The correlation between galaxy growth and dark matter halo assembly from z = 0−10},
author = {Behroozi, Peter and Wechsler, Risa H. and Hearin, Andrew P. and Conroy, Charlie},
abstractNote = {ABSTRACT We present a method to flexibly and self-consistently determine individual galaxies’ star formation rates (SFRs) from their host haloes’ potential well depths, assembly histories, and redshifts. The method is constrained by galaxies’ observed stellar mass functions, SFRs (specific and cosmic), quenched fractions, ultraviolet (UV) luminosity functions, UV–stellar mass relations, IRX–UV relations, auto- and cross-correlation functions (including quenched and star-forming subsamples), and quenching dependence on environment; each observable is reproduced over the full redshift range available, up to 0 < z < 10. Key findings include the following: galaxy assembly correlates strongly with halo assembly; quenching correlates strongly with halo mass; quenched fractions at fixed halo mass decrease with increasing redshift; massive quenched galaxies reside in higher-mass haloes than star-forming galaxies at fixed galaxy mass; star-forming and quenched galaxies’ star formation histories at fixed mass differ most at z < 0.5; satellites have large scatter in quenching time-scales after infall, and have modestly higher quenched fractions than central galaxies; Planck cosmologies result in up to 0.3 dex lower stellar – halo mass ratios at early times; and, none the less, stellar mass–halo mass ratios rise at z > 5. Also presented are revised stellar mass – halo mass relations for all, quenched, star-forming, central, and satellite galaxies; the dependence of star formation histories on halo mass, stellar mass, and galaxy SSFR; quenched fractions and quenching time-scale distributions for satellites; and predictions for higher-redshift galaxy correlation functions and weak lensing surface densities. The public data release (DR1) includes the massively parallel (>105 cores) implementation (the UniverseMachine), the newly compiled and remeasured observational data, derived galaxy formation constraints, and mock catalogues including lightcones.},
doi = {10.1093/mnras/stz1182},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 3,
volume = 488,
place = {United Kingdom},
year = {Thu May 02 00:00:00 EDT 2019},
month = {Thu May 02 00:00:00 EDT 2019}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1093/mnras/stz1182

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GOLDRUSH. II. Clustering of galaxies at z ∼ 4–6 revealed with the half-million dropouts over the 100 deg2 area corresponding to 1 Gpc3
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The redshift evolution of the distribution of star formation among dark matter halos as seen in the infrared
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Clustering of galaxies in a hierarchical universe -- I. Methods and results at z = 0
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CONSTRAINING THE LOW-MASS SLOPE OF THE STAR FORMATION SEQUENCE AT 0.5 < z < 2.5
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Major mergers going Notts: challenges for modern halo finders
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hbt+: an improved code for finding subhaloes and building merger trees in cosmological simulations
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Galaxy and Mass Assembly: FUV, NUV, ugrizYJHK Petrosian, Kron and Sérsic photometry: GAMA: the photometric pipeline
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The evolution of stellar mass and the implied star formation history
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The Dust Content and Opacity of Actively Star‐forming Galaxies
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Galaxies in N ‐Body Simulations: Overcoming the Overmerging Problem
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Planck 2013 results. XXX. Cosmic infrared background measurements and implications for star formation
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Forward and backward galaxy evolution in comoving cumulative number density space
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Reconciling the Observed Star-Forming Sequence with the Observed Stellar mass Function
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Satellite quenching time-scales in clusters from projected phase space measurements matched to simulated orbits
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An Increasing Stellar Baryon Fraction in Bright Galaxies at high Redshift
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The Impact of cold gas Accretion Above a mass Floor on Galaxy Scaling Relations
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Redshift-space clustering of SDSS galaxies – luminosity dependence, halo occupation distribution, and velocity bias
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THE EVOLUTION OF THE GALAXY STELLAR MASS FUNCTION AT z = 4–8: A STEEPENING LOW-MASS-END SLOPE WITH INCREASING REDSHIFT
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A Stellar mass Threshold for Quenching of Field Galaxies
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Lensing is low: cosmology, galaxy formation or new physics?
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Star formation and mass assembly in high redshift galaxies
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The Stellar mass Growth of Brightest Cluster Galaxies in the irac Shallow Cluster Survey
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The Evolution of the Galaxy Rest-Frame Ultraviolet Luminosity Function over the First two Billion Years
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The UV galaxy luminosity function at z  = 3–5 from the CFHT Legacy Survey Deep fields
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THE STRIKINGLY SIMILAR RELATION BETWEEN SATELLITE AND CENTRAL GALAXIES AND THEIR DARK MATTER HALOS SINCE z = 2
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Mergers and mass Accretion for Infalling Halos both end well Outside Cluster Virial Radii
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Regulation of star formation in giant galaxies by precipitation, feedback and conduction
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The star formation history of K -selected galaxies
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Concentrations of Dark Halos from Their Assembly Histories
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The Imacs Cluster Building Survey. iv. the Log-Normal star Formation History of Galaxies
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RETURN TO [Log-]NORMALCY: RETHINKING QUENCHING, THE STAR FORMATION MAIN SEQUENCE, AND PERHAPS MUCH MORE
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UV LUMINOSITY FUNCTIONS AT REDSHIFTS z ∼ 4 TO z ∼ 10: 10,000 GALAXIES FROM HST LEGACY FIELDS
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The Origin and Evolution of Halo Bias in Linear and Nonlinear Regimes
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3D-HST: A WIDE-FIELD GRISM SPECTROSCOPIC SURVEY WITH THE HUBBLE SPACE TELESCOPE
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Galaxy And Mass Assembly (GAMA): detection of low-surface-brightness galaxies from SDSS data
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The importance of interactions for mass loss from satellite galaxies in cold dark matter haloes
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Modeling the Panchromatic Spectral Energy Distributions of Galaxies
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PRIMUS: CONSTRAINTS ON STAR FORMATION QUENCHING AND GALAXY MERGING, AND THE EVOLUTION OF THE STELLAR MASS FUNCTION FROM z = 0-1
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Gravitationally Consistent halo Catalogs and Merger Trees for Precision Cosmology
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Duty cycle and the increasing star formation history of z ≥ 6 galaxies : Duty cycle
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Semi-Analytic Models for the Candels Survey: Comparison of Predictions for Intrinsic Galaxy Properties
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Evolution of star formation in the UKIDSS Ultra Deep Survey Field – II. Star formation as a function of stellar mass between z  = 1.46 and 0.63
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The Physical Nature of the Cosmic Accretion of Baryons and dark Matter into Halos and Their Galaxies
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Galaxy Formation and Evolution
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A Theory for the Variation of Dust Attenuation Laws in Galaxies
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Dynamical Versus Stellar Masses in Compact Early-Type Galaxies: Further Evidence for Systematic Variation in the Stellar Initial mass Function
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ZFOURGE/CANDELS: ON THE EVOLUTION OF M * GALAXY PROGENITORS FROM z = 3 TO 0.5
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Galaxy evolution in groups and clusters: satellite star formation histories and quenching time-scales in a hierarchical Universe
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Stellar Mass—Halo Mass Relation and Star Formation Efficiency in High-Mass Halos
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An Adaptive Metropolis Algorithm
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Connecting Galaxies, Halos, and star Formation Rates Across Cosmic time
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Where do ‘red and dead’ early-type void galaxies come from?
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Bias and variance of angular correlation functions
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Evolution of the dusty infrared luminosity function from z   =   0 to z   =   2.3 using observations from Spitzer
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Adaptive Refinement Tree: A New High‐Resolution N ‐Body Code for Cosmological Simulations
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THE BRIGHT END OF THE z ∼ 9 AND z ∼ 10 UV LUMINOSITY FUNCTIONS USING ALL FIVE CANDELS FIELDS
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Theoretical Challenges in Galaxy Formation
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Evolution of the Galaxy–Dark Matter Connection and the Assembly of Galaxies in dark Matter Halos
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The simplest model of galaxy formation – I. A formation history model of galaxy stellar mass growth
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The Dependence of Star Formation on Galaxy Stellar Mass
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THE SFR– M * RELATION AND EMPIRICAL STAR FORMATION HISTORIES FROM ZFOURGE AT 0.5 < z < 4
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New York University Value-Added Galaxy Catalog: A Galaxy Catalog Based on New Public Surveys
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Physical Models of Galaxy Formation in a Cosmological Framework
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Revisiting the Bulge–Halo Conspiracy. I. Dependence on Galaxy Properties and Halo Mass
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Galaxy-induced transformation of dark matter haloes: Transformations of CDM haloes
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Galaxy And Mass Assembly (GAMA): the galaxy stellar mass function at z < 0.06: GAMA: the galaxy stellar mass function
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Galactic star formation and accretion histories from matching galaxies to dark matter haloes
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On the evidence for large-scale galactic conformity in the local Universe
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Strong bimodality in the host halo mass of central galaxies from galaxy–galaxy lensing
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Constraints on the star formation efficiency of galaxies during the epoch of reionization
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Baryons Matter: why Luminous Satellite Galaxies have Reduced Central Masses
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The Galaxy Content of sdss Clusters and Groups
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The galaxy stellar mass function at 3.5 ≤ z ≤ 7.5 in the CANDELS/UDS, GOODS-South, and HUDF fields
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The Prism Multi-Object Survey (Primus). i. Survey Overview and Characteristics
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The massive end of the stellar mass function
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Physical origin of the large-scale conformity in the specific star formation rates of galaxies
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The Pseudo-Evolution of halo mass
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STELLAR MASS FUNCTIONS OF GALAXIES AT 4 < z < 7 FROM AN IRAC -SELECTED SAMPLE IN COSMOS/ULTRAVISTA: LIMITS ON THE ABUNDANCE OF VERY MASSIVE GALAXIES
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(Star)bursts of FIRE: observational signatures of bursty star formation in galaxies
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Sussing Merger Trees: The Merger Trees Comparison Project
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Modeling the Impact of Baryons on Subhalo Populations with Machine Learning
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The galaxy clustering crisis in abundance matching
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KECK SPECTROSCOPY OF 3 < z < 7 FAINT LYMAN BREAK GALAXIES: THE IMPORTANCE OF NEBULAR EMISSION IN UNDERSTANDING THE SPECIFIC STAR FORMATION RATE AND STELLAR MASS DENSITY
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Cosmic Star-Formation History
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The Connection Between Galaxies and Their Dark Matter Halos
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A Census of Baryons in Galaxy Clusters and Groups
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Tracing Galaxies Through Cosmic time with Number Density Selection
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Star formation and stellar mass assembly in dark matter haloes: from giants to dwarfs
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The massive end of the luminosity and stellar mass functions and clustering from CMASS to SDSS: evidence for and against passive evolution
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A re-examination of galactic conformity and a comparison with semi-analytic models of galaxy formation
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Probing the galaxy–halo connection in UltraVISTA to z ∼ 2
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The distribution of stellar mass in the low-redshift Universe
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The Connection Between Galaxies and dark Matter Structures in the Local Universe
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mufasa: galaxy formation simulations with meshless hydrodynamics
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ALMA SPECTROSCOPIC SURVEY IN THE HUBBLE ULTRA DEEP FIELD: THE INFRARED EXCESS OF UV-SELECTED z = 2–10 GALAXIES AS A FUNCTION OF UV-CONTINUUM SLOPE AND STELLAR MASS
journal, December 2016

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Tidal effects and the environment dependence of halo assembly
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The rate and luminosity function of long gamma ray bursts
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THE RELATION BETWEEN STAR FORMATION RATE AND STELLAR MASS FOR GALAXIES AT 3.5 ⩽ z ⩽ 6.5 IN CANDELS
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The high mass end of the stellar mass function: Dependence on stellar population models and agreement between fits to the light profile
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A Simple Technique for Predicting High-Redshift Galaxy Evolution
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SZ effects in the Magneticum Pathfinder simulation: comparison with the Planck , SPT, and ACT results
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Simulating deep Hubble Images with Semi-Empirical Models of Galaxy Formation
journal, February 2015

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The Impossibly Early Galaxy Problem
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The Hyper Suprime-Cam SSP Survey: Overview and survey design
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The star Formation History of Mass-Selected Galaxies in the Cosmos Field
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Galaxy ecosystems: gas contents, inflows and outflows
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The GALEX-SDSS NUV and FUV flux density and local star formation rate: The GALEX-SDSS and local star formation rate
journal, March 2011


The Stellar Initial mass Function of Ultra-Faint Dwarf Galaxies: Evidence for imf Variations with Galactic Environment
journal, June 2013


Rapid Environmental Quenching of Satellite Dwarf Galaxies in the Local Group
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The Galaxy–Halo Connection for $1.5\lesssim z\lesssim 5$ as Revealed by the Spitzer Matching Survey of the UltraVISTA Ultra-deep Stripes
journal, January 2018

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An empirical model to form and evolve galaxies in dark matter halos
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Evolution of the atomic and molecular gas content of galaxies in dark matter haloes
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The most massive galaxies and black holes allowed by ΛCDM
journal, April 2018

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Halo histories versus Galaxy properties at z = 0 – I. The quenching of star formation
journal, August 2017

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Galactic Stellar and Substellar Initial Mass Function
journal, July 2003

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Cosmic star-formation history from a non-parametric inversion of infrared galaxy counts
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The dark side of galaxy colour: evidence from new SDSS measurements of galaxy clustering and lensing
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THE SCALING OF STELLAR MASS AND CENTRAL STELLAR VELOCITY DISPERSION FOR QUIESCENT GALAXIES AT z < 0.7
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Structure finding in cosmological simulations: the state of affairs
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A HIGHLY CONSISTENT FRAMEWORK FOR THE EVOLUTION OF THE STAR-FORMING “MAIN SEQUENCE” FROM z ∼ 0-6
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The Horizon-AGN simulation: morphological diversity of galaxies promoted by AGN feedback
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The stellar initial mass function of early-type galaxies from low to high stellar velocity dispersion: homogeneous analysis of atlas3D and Sloan Lens ACS galaxies
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K ‐band Properties of Galaxy Clusters and Groups: Brightest Cluster Galaxies and Intracluster Light
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Mass and Environment as Drivers of Galaxy Evolution. ii. the Quenching of Satellite Galaxies as the Origin of Environmental Effects
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Haloes gone MAD★: The Halo-Finder Comparison Project: The Halo-Finder Comparison Project
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Toward a Resolution of the Discrepancy between Different Estimators of Star Formation Rate
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Stellar masses and star formation histories for 10 5 galaxies from the Sloan Digital Sky Survey
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The Seventh data Release of the Sloan Digital sky Survey
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New composition-dependent cooling and heating curves for galaxy evolution simulations
journal, June 2013

  • De Rijcke, S.; Schroyen, J.; Vandenbroucke, B.
  • Monthly Notices of the Royal Astronomical Society, Vol. 433, Issue 4
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Environmental quenching of low-mass field galaxies
journal, April 2018

  • Fillingham, Sean P.; Cooper, Michael C.; Boylan-Kolchin, Michael
  • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 4
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Properties of dark matter haloes as a function of local environment density
journal, December 2016

  • Lee, Christoph T.; Primack, Joel R.; Behroozi, Peter
  • Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 4
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The Progenitors of Local Ultra-Massive Galaxies Across Cosmic Time: from Dusty Star-Bursting to Quiescent Stellar Populations
journal, September 2014


Galaxy pairs in the Sloan Digital Sky Survey - VI. The orbital extent of enhanced star formation in interacting galaxies
journal, May 2013

  • Patton, D. R.; Torrey, P.; Ellison, S. L.
  • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 433, Issue 1
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A Simple Model Linking Galaxy and dark Matter Evolution
journal, August 2014


Ensemble samplers with affine invariance
journal, January 2010

  • Goodman, Jonathan; Weare, Jonathan
  • Communications in Applied Mathematics and Computational Science, Vol. 5, Issue 1
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Timing the Evolution of Quiescent and Star-Forming Local Galaxies
journal, June 2016


UltraVISTA: a new ultra-deep near-infrared survey in COSMOS
journal, August 2012


The relationship between galaxy and dark matter halo size from z ∼ 3 to the present
journal, September 2017

  • Somerville, Rachel S.; Behroozi, Peter; Pandya, Viraj
  • Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 2
  • DOI: 10.1093/mnras/stx2040

Halo and subhalo demographics with Planck cosmological parameters: Bolshoi–Planck and MultiDark–Planck simulations
journal, July 2016

  • Rodríguez-Puebla, Aldo; Behroozi, Peter; Primack, Joel
  • Monthly Notices of the Royal Astronomical Society, Vol. 462, Issue 1
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The Velocity-Distance Relation among Extra-Galactic Nebulae
journal, July 1931

  • Hubble, Edwin; Humason, Milton L.
  • The Astrophysical Journal, Vol. 74
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AN HST /WFC3-UVIS VIEW OF THE STARBURST IN THE COOL CORE OF THE PHOENIX CLUSTER
journal, February 2013


Galaxy And Mass Assembly (GAMA): curation and reanalysis of 16.6k redshifts in the G10/COSMOS region
journal, December 2014

  • Davies, L. J. M.; Driver, S. P.; Robotham, A. S. G.
  • Monthly Notices of the Royal Astronomical Society, Vol. 447, Issue 1
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Resolving subhaloes’ lives with the Hierarchical Bound-Tracing algorithm: Hierarchical Bound-Tracing algorithm
journal, November 2012


EVOLUTION OF GALAXY STELLAR MASS FUNCTIONS, MASS DENSITIES, AND MASS-TO-LIGHT RATIOS FROM z ∼ 7 TO z ∼ 4
journal, June 2011


The stellar mass function of star-forming galaxies and the mass-dependent SFR function since z = 2.23 from HiZELS
journal, December 2013

  • Sobral, David; Best, Philip N.; Smail, Ian
  • Monthly Notices of the Royal Astronomical Society, Vol. 437, Issue 4
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Forward Modeling of Large-scale Structure: An Open-source Approach with Halotools
journal, October 2017

  • Hearin, Andrew P.; Campbell, Duncan; Tollerud, Erik
  • The Astronomical Journal, Vol. 154, Issue 5
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A Simple Model for the Absorption of Starlight by Dust in Galaxies
journal, August 2000

  • Charlot, Stephane; Fall, S. Michael
  • The Astrophysical Journal, Vol. 539, Issue 2
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Semi-Analytic Galaxy Evolution (Sage): Model Calibration and Basic Results
journal, February 2016

  • Croton, Darren J.; Stevens, Adam R. H.; Tonini, Chiara
  • The Astrophysical Journal Supplement Series, Vol. 222, Issue 2
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An Analytical Model for Galaxy Metallicity: what do Metallicity Relations tell us About star Formation and Outflow?
journal, July 2015


EVOLUTION OF THE STELLAR-TO-DARK MATTER RELATION: SEPARATING STAR-FORMING AND PASSIVE GALAXIES FROM z = 1 TO 0
journal, November 2013


DETECTION OF QUIESCENT GALAXIES IN A BICOLOR SEQUENCE FROM Z = 0-2
journal, February 2009


An empirical model for the star formation history in dark matter haloes
journal, February 2014

  • Lu, Zhankui; Mo, H. J.; Lu, Yu
  • Monthly Notices of the Royal Astronomical Society, Vol. 439, Issue 2
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THE PROPERTIES OF Hα EMISSION-LINE GALAXIES AT z = 2.24
journal, March 2014


A Universal Model for halo Concentrations
journal, January 2015


Beyond halo mass: galactic conformity as a smoking gun of central galaxy assembly bias
journal, July 2015

  • Hearin, Andrew P.; Watson, Douglas F.; Bosch, Frank C. van den
  • Monthly Notices of the Royal Astronomical Society, Vol. 452, Issue 2
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Statistics of dark matter substructure – I. Model and universal fitting functions
journal, February 2016

  • Jiang, Fangzhou; van den Bosch, Frank C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 458, Issue 3
  • DOI: 10.1093/mnras/stw439

On the lack of Evolution in Galaxy star Formation Efficiency
journal, December 2012


MASS AND ENVIRONMENT AS DRIVERS OF GALAXY EVOLUTION IN SDSS AND zCOSMOS AND THE ORIGIN OF THE SCHECHTER FUNCTION
journal, August 2010


MOIRCS DEEP SURVEY. VIII. EVOLUTION OF STAR FORMATION ACTIVITY AS A FUNCTION OF STELLAR MASS IN GALAXIES SINCE z ∼ 3
journal, October 2010


On the Infall of Matter Into Clusters of Galaxies and Some Effects on Their Evolution
journal, August 1972

  • Gunn, James E.; Gott, J. Richard, III
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Detection of the Splashback Radius and halo Assembly bias of Massive Galaxy Clusters
journal, June 2016


On the Normalization of the Cosmic Star Formation History
journal, November 2006

  • Hopkins, Andrew M.; Beacom, John F.
  • The Astrophysical Journal, Vol. 651, Issue 1
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The star formation rate density and dust attenuation evolution over 12 Gyr with the VVDS surveys
journal, February 2012


THE RELATION BETWEEN $[{\rm{O}}\,{\rm{III}}]/{\rm{H}}\beta $ AND SPECIFIC STAR FORMATION RATE IN GALAXIES AT z ∼ 2
journal, August 2016

  • Dickey, Claire Mackay; van Dokkum, Pieter G.; Oesch, Pascal A.
  • The Astrophysical Journal, Vol. 828, Issue 1
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CONNECTING THE DOTS: TRACKING GALAXY EVOLUTION USING CONSTANT CUMULATIVE NUMBER DENSITY AT 3 ≤ z ≤ 7
journal, February 2016

  • Jaacks, Jason; Finkelstein, Steven L.; Nagamine, Kentaro
  • The Astrophysical Journal, Vol. 817, Issue 2
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The Herschel view of the dominant mode of galaxy growth from z = 4 to the present day
journal, February 2015


Some observational tests of a minimal galaxy formation model
journal, December 2016

  • Cohn, J. D.
  • Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 3
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The Luminosity Function and Stellar Evolution.
journal, January 1955

  • Salpeter, Edwin E.
  • The Astrophysical Journal, Vol. 121
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The current status of galaxy formation
journal, August 2012


Steep faint-end slopes of galaxy mass and luminosity functions at z≥ 6 and the implications for reionization: Steep faint-end slopes of GSMF & LF at z≥ 6
journal, December 2011


A robust sample of galaxies at redshifts 6.0<z<8.7: stellar populations, star formation rates and stellar masses: A robust sample of galaxies at 6.0 < z < 8.7
journal, November 2011


Constraints on the Relationship Between Stellar mass and halo mass at low and high Redshift
journal, January 2010

  • Moster, Benjamin P.; Somerville, Rachel S.; Maulbetsch, Christian
  • The Astrophysical Journal, Vol. 710, Issue 2
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THE MOST LUMINOUS z ∼ 9-10 GALAXY CANDIDATES YET FOUND: THE LUMINOSITY FUNCTION, COSMIC STAR-FORMATION RATE, AND THE FIRST MASS DENSITY ESTIMATE AT 500 Myr
journal, April 2014


Constraining the galaxy–halo connection over the last 13.3 Gyr: star formation histories, galaxy mergers and structural properties
journal, May 2017

  • Rodríguez-Puebla, Aldo; Primack, Joel R.; Avila-Reese, Vladimir
  • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 1
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A Model Connecting Galaxy Masses, Star Formation Rates, and Dust Temperatures across Cosmic Time
journal, February 2018

  • Imara, Nia; Loeb, Abraham; Johnson, Benjamin D.
  • The Astrophysical Journal, Vol. 854, Issue 1
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The physical properties of star-forming galaxies in the low-redshift Universe
journal, July 2004


Dark-ages reionization and galaxy formation simulation – IV. UV luminosity functions of high-redshift galaxies
journal, July 2016

  • Liu, Chuanwu; Mutch, Simon J.; Angel, P. W.
  • Monthly Notices of the Royal Astronomical Society, Vol. 462, Issue 1
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A large difference in the progenitor masses of active and passive galaxies in the EAGLE simulation
journal, July 2016

  • Clauwens, Bart; Franx, Marijn; Schaye, Joop
  • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 463, Issue 1
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Tidal generation of active spirals and S0 galaxies by rich clusters
journal, February 1990

  • Byrd, Gene; Valtonen, Mauri
  • The Astrophysical Journal, Vol. 350
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The effect of covariance estimator error on cosmological parameter constraints
journal, September 2013


The EAGLE project: simulating the evolution and assembly of galaxies and their environments
journal, November 2014

  • Schaye, Joop; Crain, Robert A.; Bower, Richard G.
  • Monthly Notices of the Royal Astronomical Society, Vol. 446, Issue 1
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The nature of submillimetre galaxies in cosmological hydrodynamic simulations
journal, March 2010


The Stellar-Subhalo mass Relation of Satellite Galaxies
journal, August 2012

  • Rodríguez-Puebla, A.; Drory, N.; Avila-Reese, V.
  • The Astrophysical Journal, Vol. 756, Issue 1
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The massive end of the luminosity and stellar mass functions: dependence on the fit to the light profile
journal, September 2013

  • Bernardi, M.; Meert, A.; Sheth, R. K.
  • Monthly Notices of the Royal Astronomical Society, Vol. 436, Issue 1
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The Rockstar Phase-Space Temporal halo Finder and the Velocity Offsets of Cluster Cores
journal, December 2012


Evolution of the dust emission of massive galaxies up to z = 4 and constraints on their dominant mode of star formation
journal, January 2015


THE VLT LEGA-C SPECTROSCOPIC SURVEY: THE PHYSICS OF GALAXIES AT A LOOKBACK TIME OF 7 Gyr
journal, April 2016

  • van der Wel, A.; Noeske, K.; Bezanson, R.
  • The Astrophysical Journal Supplement Series, Vol. 223, Issue 2
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A Redshift-independent Efficiency Model: Star Formation and Stellar Masses in Dark Matter Halos at z ≳ 4
journal, November 2018

  • Tacchella, Sandro; Bose, Sownak; Conroy, Charlie
  • The Astrophysical Journal, Vol. 868, Issue 2
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Candels: the Cosmic Assembly Near-Infrared deep Extragalactic Legacy Survey
journal, December 2011

  • Grogin, Norman A.; Kocevski, Dale D.; Faber, S. M.
  • The Astrophysical Journal Supplement Series, Vol. 197, Issue 2
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MORPHOLOGIES OF ∼190,000 GALAXIES AT z = 0–10 REVEALED WITH HST LEGACY DATA. I. SIZE EVOLUTION
journal, July 2015

  • Shibuya, Takatoshi; Ouchi, Masami; Harikane, Yuichi
  • The Astrophysical Journal Supplement Series, Vol. 219, Issue 2
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A Critical Assessment of Stellar mass Measurement Methods
journal, July 2015


PRIMUS: GALAXY CLUSTERING AS A FUNCTION OF LUMINOSITY AND COLOR AT 0.2 < z < 1
journal, March 2014

  • Skibba, Ramin A.; Smith, M. Stephen M.; Coil, Alison L.
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PRIMUS+DEEP2: The Dependence of Galaxy Clustering on Stellar Mass and Specific Star Formation Rate at 0.2 < z < 1.2
journal, March 2017

  • Coil, Alison L.; Mendez, Alexander J.; Eisenstein, Daniel J.
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Connecting stellar mass and star-formation rate to dark matter halo mass out to z ∼ 2
journal, March 2013

  • Wang, L.; Farrah, D.; Oliver, S. J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 431, Issue 1
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Gas loss by ram Pressure Stripping and Internal Feedback from Low-Mass Milky way Satellites
journal, July 2016

  • Emerick, Andrew; Low, Mordecai-Mark Mac; Grcevich, Jana
  • The Astrophysical Journal, Vol. 826, Issue 2
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AMAZE: I. The evolution of the mass–metallicity relation at
journal, July 2008


Predicting galaxy star formation rates via the co-evolution of galaxies and haloes
journal, November 2014

  • Watson, Douglas F.; Hearin, Andrew P.; Berlind, Andreas A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 446, Issue 1
  • DOI: 10.1093/mnras/stu2065