The cosmic evolution of massive black holes in the Horizon-AGN simulation
arXiv:1602.01941 · doi:10.1093/mnras/stw1123
Abstract
We analyse the demographics of black holes (BHs) in the large-volume cosmological hydrodynamical simulation Horizon-AGN. This simulation statistically models how much gas is accreted onto BHs, traces the energy deposited into their environment and, consequently, the back-reaction of the ambient medium on BH growth. The synthetic BHs reproduce a variety of observational constraints such as the redshift evolution of the BH mass density and the mass function. Strong self-regulation via AGN feedback, weak supernova feedback, and unresolved internal processes result in a tight BH-galaxy mass correlation. Starting at z~2, tidal stripping creates a small population of BHs over-massive with respect to the halo. The fraction of galaxies hosting a central BH or an AGN increases with stellar mass. The AGN fraction agrees better with multi-wavelength studies, than single-wavelength ones, unless obscuration is taken into account. The most massive halos present BH multiplicity, with additional BHs gained by ongoing or past mergers. In some cases, both a central and an off-centre AGN shine concurrently, producing a dual AGN. This dual AGN population dwindles with decreasing redshift, as found in observations. Specific accretion rate and Eddington ratio distributions are in good agreement with observational estimates. The BH population is dominated in turn by fast, slow, and very slow accretors, with transitions occurring at z=3 and z=2 respectively.
Accepted for publication in MNRAS
References in corpus (39)
- The EAGLE project: Simulating the evolution and assembly of galaxies and their environments
- An Observational Determination of the Bolometric Quasar Luminosity Function
- A unified model for AGN feedback in cosmological simulations of structure formation
- Toward the Standard Population Synthesis Model of the X-Ray Background: Evolution of X-Ray Luminosity and Absorption Functions of Active Galactic Nuclei Including Compton-Thick Populations
- The Illustris simulation: the evolving population of black holes across cosmic time
- Direct cosmological simulations of the growth of black holes and galaxies
- Structural Properties of Pseudo-Bulges, Classical Bulges and Elliptical Galaxies: an SDSS Perspective
- Galaxy Pairs in the Sloan Digital Sky Survey I: Star Formation, AGN Fraction, and the Luminosity/Mass-Metallicity Relation
- The AGN Black Hole Mass Database
- Cosmic X-ray Surveys of Distant Active Galaxies: The Demographics, Physics, and Ecology of Growing Supermassive Black Holes
- The evolution of massive black hole seeds
- A synthesis model for AGN evolution: supermassive black holes growth and feedback modes
- Obscuration-dependent evolution of Active Galactic Nuclei
- The Luminosity Function of X-ray Selected Active Galactic Nuclei: Evolution of Supermassive Black Holes at High Redshift
- On the onset of galactic winds in quiescent star forming galaxies
- A Supermassive Black Hole in an Ultracompact Dwarf Galaxy
- Selection bias in dynamically-measured super-massive black hole samples: its consequences and the quest for the most fundamental relation
- Bulge mass is king: The dominant role of the bulge in determining the fraction of passive galaxies in the Sloan Digital Sky Survey
- Building Merger Trees from Cosmological N-body Simulations
- The MORGANA model for the rise of galaxies and active nuclei
- Growth and activity of black holes in galaxy mergers with varying mass ratios
- Off the Beaten Path: A New Approach to Realistically Model The Orbital Decay of Supermassive Black Holes in Galaxy Formation Simulations
- X-ray constraints on the local supermassive black hole occupation fraction
- Wandering Black Holes in Bright Disk Galaxy Halos
- Widespread and Hidden Active Galactic Nuclei in Star-Forming Galaxies at Redshift > 0.3
- The cosmic growth of the active black hole population at 1<z<2 in zCOSMOS, VVDS and SDSS
- An X-ray Selected Sample of Candidate Black Holes in Dwarf Galaxies
- The M_BH - M_star relation for X-ray obscured, red QSOs at 1.2< z <2.6
- Hunting for Supermassive Black Holes in Nearby Galaxies with the Hobby-Eberly Telescope
- Late-stage galaxy mergers in COSMOS to z~1
- Evolution in the Black Hole - Galaxy Scaling Relations and the Duty Cycle of Nuclear Activity in Star-Forming Galaxies
- Growing black holes and galaxies: black hole accretion versus star formation rate
- Offset Active Galactic Nuclei as Tracers of Galaxy Mergers and Supermassive Black Hole Growth
- The Spitzer mid-infrared AGN survey. II-the demographics and cosmic evolution of the AGN population
- Cosmic Evolution of Black Holes and Spheroids. V. The Relation Between Black Hole Mass and Host Galaxy Luminosity for a Sample of 79 Active Galaxies
- The 5 - 10 keV AGN luminosity function at 0.01<z<4.0
- Compact massive objects in Virgo galaxies: the black hole population
- The origin of compact galaxies with anomalously high black hole masses
- Massive black hole and gas dynamics in galaxy nuclei mergers. I. Numerical implementation
Cited by in corpus (196)
- Simulating Galaxy Formation with the IllustrisTNG Model
- Simulating galaxy formation with black hole driven thermal and kinetic feedback
- Simba: Cosmological Simulations with Black Hole Growth and Feedback
- Black holes, gravitational waves and fundamental physics: a roadmap
- The Horizon-AGN simulation: morphological diversity of galaxies promoted by AGN feedback
- Obscured Active Galactic Nuclei
- Supermassive black holes and their feedback effects in the IllustrisTNG simulation
- On stellar-mass black hole mergers in AGN disks detectable with LIGO
- The Quest for Dual and Binary Supermassive Black Holes: A Multi-Messenger View
- Unification of the Fundamental Plane and Super-Massive Black Holes Masses
- The Horizon-AGN simulation: evolution of galaxy properties over cosmic time
- Blossoms from black hole seeds: properties and early growth regulated by supernova feedback
- Introducing the NewHorizon simulation: Galaxy properties with resolved internal dynamics across cosmic time
- The relationship between black hole mass and galaxy properties: Examining the black hole feedback model in IllustrisTNG
- Intermediate-mass black holes in dwarf galaxies out to redshift 2.4 in the Chandra COSMOS Legacy Survey
- The impact of baryons on the matter power spectrum from the Horizon-AGN cosmological hydrodynamical simulation
- X-rays across the galaxy population - II. The distribution of AGN accretion rates as a function of stellar mass and redshift
- Supermassive black holes in cosmological simulations I: M_BH-M_star relation and black hole mass function
- High-redshift AGN in the Chandra Deep Fields: the obscured fraction and space density of the sub- population
- Quasar-Mode Feedback in Nearby Type 1 Quasars: Ubiquitous Kiloparsec-Scale Outflows and Correlations with Black Hole Properties
- Cosmic evolution of stellar quenching by AGN feedback: clues from the Horizon-AGN simulation
- Density profile of dark matter haloes and galaxies in the Horizon-AGN simulation: the impact of AGN feedback
- The ASTRID simulation: the evolution of Supermassive Black Holes
- The role of mergers in driving morphological transformation over cosmic time
- The formation and evolution of low-surface-brightness galaxies
- The ASTRID Simulation: Galaxy Formation and Reionization
- Black hole mergers from dwarf to massive galaxies with the NewHorizon and Horizon-AGN simulations
- The COSMOS2015 galaxy stellar mass function: 13 billion years of stellar mass assembly in 10 snapshots
- FIREbox: Simulating galaxies at high dynamic range in a cosmological volume
- Massive black hole merger rates: the effect of kpc separation wandering and supernova feedback
- The low-end of the black hole mass function at cosmic dawn
- A survey of dual active galactic nuclei in simulations of galaxy mergers: frequency and properties
- Driving gas shells with radiation pressure on dust in radiation-hydrodynamic simulations
- Black Hole - Galaxy Scaling Relationships for Active Galactic Nuclei with Reverberation Masses
- Powering galactic super-winds with small-scale AGN winds
- Radio jets from AGN in dwarf galaxies in the COSMOS survey: mechanical feedback out to redshift 3.4
- Wandering Supermassive Black Holes in Milky Way Mass Halos
- Black-Hole Growth is Mainly Linked to Host-Galaxy Stellar Mass rather than Star Formation Rate
- Black Hole -- Galaxy Correlations in Simba
- Two new confirmed massive relic galaxies: red nuggets in the present-day Universe
- The Horizon Run 5 Cosmological Hydrodynamic Simulation: Probing Galaxy Formation from Kilo- to Giga-parsec Scales
- Linking galaxy structural properties and star formation activity to black hole activity with IllustrisTNG
- On the formation of the first quasars
- The unorthodox evolution of major merger remnants into star-forming spiral galaxies
- The deepest X-ray view of high-redshift galaxies: constraints on low-rate black-hole accretion
- Dynamical Friction Modeling of Massive Black Holes in Cosmological Simulations and Effects on Merger Rate Predictions
- Supermassive black holes in cosmological simulations II: the AGN population and predictions for upcoming X-ray missions
- Galaxy-halo alignments in the Horizon-AGN cosmological hydrodynamical simulation
- Cosmological simulations of black hole growth II: how (in)significant are merger events for fuelling nuclear activity?
- Galactic nuclei evolution with spinning black holes: method and implementation
- Dark-matter-deficient dwarf galaxies form via tidal stripping of dark matter in interactions with massive companions
- Black hole feeding and feedback: the physics inside the "subgrid"
- Co-evolution of massive black holes and their host galaxies at high redshift: discrepancies from six cosmological simulations and the key role of JWST
- Seeds Don't Sink: Even Massive Black Hole "Seeds" Cannot Migrate to Galaxy Centers Efficiently
- Unveiling the population of dual- and lensed- AGNs at sub-arcsec separations
- On the cosmic evolution of AGN obscuration and the X-ray luminosity function: XMM-Newton and Chandra spectral analysis of the 31.3 deg Stripe 82X
- The evolution of SMBH spin and AGN luminosities for within a semi-analytic model of galaxy formation
- The Rise of Active Galactic Nuclei in the GAlaxy Evolution and Assembly semi-analytic model
- Introducing a new, robust galaxy finder algorithm for simulations
- Dual supermassive black holes at close separation revealed by the Hyper Suprime-Cam Subaru Strategic Program
- Normal black holes in bulge-less galaxies: the largely quiescent, merger-free growth of black holes over cosmic time
- Tracing Black Hole and Galaxy Co-evolution in the Romulus Simulations
- High-redshift galaxies and black holes in the eyes of JWST: a population synthesis model from infrared to X-rays
- The abundances and properties of Dual AGN and their host galaxies in the EAGLE simulations
- Correlation Between the Total Gravitating Mass of Groups and Clusters and the Supermassive Black Hole Mass of Brightest Galaxies
- Properties of simulated galaxies and supermassive black holes in cosmic voids
- The COSMOS-UltraVISTA stellar-to-halo mass relationship: new insights on galaxy formation efficiency out to
- Baryonic effects on the matter bispectrum
- Constraining the supermassive black holes evolution through the continuity equation
- The dense molecular gas in the QSO SDSS J231038.88+185519.7 resolved by ALMA
- Semi-analytic forecasts for JWST -- V. AGN luminosity functions and helium reionization at z = 2-7
- The most massive black holes on the Fundamental Plane of Black Hole Accretion
- Shapes and alignments of dark matter haloes and their brightest cluster galaxies in 39 strong lensing clusters
- The impact of stripped Nuclei on the Super-Massive Black Hole number density in the local Universe
- Black Hole Growth and Feedback in Isolated Romulus25 Dwarf Galaxies
- The limited role of galaxy mergers in driving stellar mass growth over cosmic time
- From Stellar Halos to Intracluster Light: the physics of the Intra-Halo Stellar Component in cosmological hydrodynamical simulations
- The impact of AGN feedback on the 1D power spectra from the Ly forest using the Horizon-AGN suite of simulations
- Unveiling the Population of Wandering Black Holes via Electromagnetic Signatures
- Bondi or not Bondi: the impact of resolution on accretion and drag force modelling for Supermassive Black Holes
- HST/COS Observations of Quasar Outflows in the 500-1050 Å Rest Frame: I. The Most Energetic Outflows in the Universe and Other Discoveries
- X-ray Emission From Hot Gas in Galaxy Groups and Clusters in Simba
- The specific star formation rate function at different mass scales and quenching: A comparison between cosmological models and SDSS
- The Radio Galaxy Population in the SIMBA SImulations
- The first Super Massive Black Holes: indications from models for future observations
- The origin of compact galaxies with anomalously high black hole masses
- A quasar-based supermassive black hole binary population model: implications for the gravitational-wave background
- Properties and Evolution of Dual and Offset AGN in the ASTRID Simulation at
- H0LiCOW VII. Cosmic evolution of the correlation between black hole mass and host galaxy luminosity
- The diverse galaxy counts in the environment of high-redshift massive black holes in Horizon-AGN
- The mass assembly of high-redshift black holes
- Galaxy mergers up to z < 2.5 II: AGN incidence of merging galaxies at separations of 3-15 kpc
- Total density profile of massive early-type galaxies in Horizon-AGN simulation: impact of AGN feedback and comparison with observations
- The Impact of Dust on the Sizes of Galaxies in the Epoch of Reionization
- A Multi-wavelength Study of the Turbulent Central Engine of the Low-mass AGN hosted by NGC404
- GA-NIFS: High number of dual active galactic nuclei at z~3
- Population Estimates for Electromagnetically-Distinguishable Supermassive Binary Black Holes
- Revolutionizing Our Understanding of AGN Feedback and its Importance to Galaxy Evolution in the Era of the Next Generation Very Large Array
- The effects of AGN feedback on the structural and dynamical properties of Milky Way-mass galaxies in cosmological simulations
- Selection bias in dynamically-measured supermassive black hole samples: Scaling relations and correlations between residuals in semi-analytic galaxy formation models
- Massive Black Hole Mergers with Orbital Information: Predictions from the ASTRID Simulation
- Population statistics of intermediate mass black holes in dwarf galaxies using the NewHorizon simulation
- Spectral Evolution in High Redshift Quasars from the Final BOSS Sample
- Probing the quasars in a universe with IllustrisTNG physics: Impact of gas-based black hole seeding models
- Was 49b: An Overmassive AGN in a Merging Dwarf Galaxy?
- Why do extremely massive disc galaxies exist today?
- Weak lensing in the Horizon-AGN simulation lightcone. Small scale baryonic effects
- Observability of Low-Luminosity AGN in the Early Universe with JWST
- Active Galactic Nuclei: Boon or Bane for Biota?
- Tidal disruption events in the first billion years of a galaxy
- Projected alignment of non-sphericities of stellar, gas, and dark matter distributions in galaxy clusters: analysis of the Horizon-AGN simulation
- A Candidate Kiloparsec-scale Quasar Pair at
- A Survey for High-redshift Gravitationally Lensed Quasars and Close Quasars Pairs. I. the Discoveries of an Intermediately-lensed Quasar and a Kpc-scale Quasar Pair at
- Zooming in on supermassive black holes: how resolving their gas cloud host renders their accretion episodic
- Star formation quenching imprinted on the internal structure of naked red nuggets
- Black hole -- galaxy scaling relations in FIRE: the importance of black hole location and mergers
- The impact of AGN feedback on galaxy intrinsic alignments in the Horizon simulations
- BASS XXXIII: Swift-BAT blazars and their jets through cosmic time
- The formation of supermassive black holes from Population III.1 seeds. II. Evolution to the local universe
- The Contribution of Quasar Absorption Outflows to AGN Feedback
- Star formation in galaxies hosting AGN: A flat trend of star-formation rate with X-ray luminosity of galaxies hosting AGN in the SCUBA-2 Cosmology Legacy Survey
- Distance, Energy, and Variability of Quasar Outflows: Two HST/COS epochs of LBQS 1206+1052
- AGN X-ray luminosity function and absorption function in the Early Universe ()
- First direct dynamical detection of a dual supermassive black hole system at sub-kiloparsec separation
- Galaxies with monstrous black holes in galaxy cluster environments
- Cosmological simulations of quasar fueling to sub-parsec scales using Lagrangian hyper-refinement
- Feedback by supermassive black holes in galaxy evolution: impacts of accretion and outflows on the star formation rate
- Tully-Fisher Distances and Dynamical Mass Constraints for 24 Host Galaxies of Reverberation-Mapped AGN
- Constraining the mass density of free-floating black holes using razor-thin lensing arcs
- Optical follow-up of the tick-tock massive black hole binary candidate
- Classifying the full SDSS-IV MaNGA Survey using optical diagnostic diagrams: presentation of AGN catalogs in flexible apertures
- The LOFAR-eFEDS survey: The incidence of radio and X-ray AGN and the disk-jet connection
- The secular evolution of discrete quasi-Keplerian systems. I. Kinetic theory of stellar clusters near black holes
- X-ray emission from a rapidly accreting narrow-line Seyfert 1 galaxy at z=6.56
- Spatially offset black holes in the Horizon-AGN simulation and comparison to observations
- The Stellar Mass - Black Hole Mass Relation at Down to Determined by HETDEX
- Proper motion in lensed radio jets at redshift 3: a possible dual super-massive black hole system in the early Universe
- Evidence for non-merger co-evolution of galaxies and their supermassive black holes
- The Relative Growth of Black Holes and of the Stellar Components of Galaxies
- Impact of gas based seeding on supermassive black hole populations at
- The impact of black hole seeding in cosmological simulations
- Simplified galaxy formation with mesh-less hydrodynamics
- The role of AGN on the structure, kinematics and evolution of ETGs in the Horizon simulations
- A Big Red Dot: Scattered light, host galaxy signatures and multi-phase gas flows in a luminous, heavily reddened quasar at cosmic noon
- Using Real and Simulated Measurements of the Thermal Sunyaev-Zel'dovich Effect to Constrain Models of AGN Feedback
- A Compton-thick nucleus in the dual AGN of Mrk 266
- Evaluating hydrodynamical simulations with green valley galaxies
- Intrinsic and observed dual AGN fractions from major mergers
- Cosmic evolution of black hole-spin and galaxy orientations: clues from the NewHorizon and Galactica simulations
- Massive spheroids can form in single minor mergers
- Supermassive black holes in merger-free galaxies have higher spins which are preferentially aligned with their host galaxy
- Dark-ages reionization and galaxy formation simulation -- XVIII. The high-redshift evolution of black holes and their host galaxies
- On the Absence of High-Redshift AGNs: Little Growth in the Supermassive Black Hole Population at High Redshifts
- Down-the-barrel observations of a multiphase quasar outflow at high redshift: VLT/X-shooter spectroscopy of the proximate molecular absorber at z=2.631 towards SDSS J001514+184212
- Do current X-ray observations capture most of the black-hole accretion at high redshifts?
- Surveys of the Cosmic X-ray Background
- Signatures of Massive Black Hole Merger Host Galaxies from Cosmological Simulations I: Unique Galaxy Morphologies in Imaging
- Bringing faint active galactic nuclei (AGNs) to light: a view from large-scale cosmological simulations
- Rhapsody-C simulations -- Anisotropic thermal conduction, black hole physics, and the robustness of massive galaxy cluster scaling relations
- Concordance between observations and simulations in the evolution of the mass relation between supermassive black holes and their host galaxies
- An XMM-Newton study of active-inactive galaxy pairs
- Maximal X-ray feedback in the pre-reionization universe
- Star formation history and transition epoch of cluster galaxies based on the Horizon-AGN simulation
- The secular evolution of discrete quasi-Keplerian systems. II. Application to a multi-mass axisymmetric disc around a supermassive black hole
- The role of SPICA-like missions and the Origins Space Telescope in the quest for heavily obscured AGN and synergies with Athena
- HI Spectroscopy of Reverberation-Mapped Active Galactic Nuclei
- A Physical Model for the Quasar Luminosity Function Evolution between Cosmic Dawn and High Noon
- Real galaxy mergers from galaxy pair catalogs
- Co-Evolution vs. Co-existence: The Effect of Accretion Modelling on the Evolution of Black Holes and Host Galaxies
- Searching for a pair of accreting supermassive black holes in J1425+3231
- Massive black holes in high-redshift Lyman Break Galaxies
- Astrophysics with the Laser Interferometer Space Antenna
- Exploring Gravitationally-Lensed X-ray AGN Behind the RELICS clusters
- Hungry or Not: How Stellar-Mass Black Holes Grow (or Don't) in Dark Matter Mini-Haloes at High-Resolution
- The Noctua Suite of Simulations -- The Difficulty of Growing Massive Black Holes in Low-Mass Dwarf Galaxies
- Optical Spectroscopy of Dual Quasar Candidates from the Subaru HSC-SSP program
- Retrieving the hot circumgalactic medium physics from the X-ray radial profile from eROSITA with an IlustrisTNG-based forward model
- Reconciling PTA and JWST and preparing for LISA with POMPOCO: a Parametrisation Of the Massive black hole POpulation for Comparison to Observations
- Massive Black Hole Mergers
- Central Engine and Spectral Energy Distribution Properties of High Redshift Gamma Ray Blazars
- Gravitational Wave Memory Imprints on the CMB from Populations of Massive Black Hole Mergers
- Merging history of massive galaxies at 3<z<6
- Dynamical friction and massive black hole orbits: analytical predictions and numerical solutions
- Black hole merger rates for LISA and LGWA from semi-analytical modelling of light seeds
- Cosmological evolution of gas and supermassive black holes in idealized isolated halos
- How Black Holes Stop Their Host Galaxy from Growing Without AGN Feedback
- Observing the influence of growing black holes on the pre-reionization IGM
- Overmassive and Undermassive Massive Black Holes: The Role of Environment and Gravitational-Wave Recoils
- Evaluating quenching in cosmological simulations of galaxy formation with spectral covariance in the optical window
- Quasar clustering at redshift 6
- The black hole population in low-mass galaxies in large-scale cosmological simulations
- Dual AGN in the Horizon-AGN simulation and their link to galaxy and massive black hole mergers, with an excursus on multiple AGN
- Massive black holes and their galaxies
- Multi-component, axisymmetric dynamical models of dSphs based on distribution functions: inferences on dark matter and intermediate-mass black holes in Draco and Ursa Minor
- On the consistency of jet feedback modelling across different astrophysics hydrodynamical codes
- Identification of high-redshift X-ray active galactic nuclei in the 4XMM-DR11 serendipitous catalogue using DES data: Comparative analysis with optically-selected QSOs