The Illustris simulation: the evolving population of black holes across cosmic time
arXiv:1408.6842 · doi:10.1093/mnras/stv1340
Abstract
We study the properties of black holes and their host galaxies across cosmic time in the Illustris simulation. Illustris is a large scale cosmological hydrodynamical simulation which resolves a (106.5 Mpc)^3 volume with more than 12 billion resolution elements and includes state-of-the-art physical models relevant for galaxy formation. We find that the black hole mass density for redshifts z = 0 - 5 and the black hole mass function at z = 0 predicted by Illustris are in very good agreement with the most recent observational constraints. We show that the bolometric and hard X-ray luminosity functions of AGN at z = 0 and 1 reproduce observational data very well over the full dynamic range probed. Unless the bolometric corrections are largely underestimated, this requires radiative efficiencies to be on average low, epsilon_r <= 0.1, noting however that in our model radiative efficiencies are degenerate with black hole feedback efficiencies. Cosmic downsizing of the AGN population is in broad agreement with the findings from X-ray surveys, but we predict a larger number density of faint AGN at high redshifts than currently inferred. We also study black hole -- host galaxy scaling relations as a function of galaxy morphology, colour and specific star formation rate. We find that black holes and galaxies co-evolve at the massive end, but for low mass, blue and star-forming galaxies there is no tight relation with either their central black hole masses or the nuclear AGN activity.
arXiv comment24 pages, 15 figures. MNRAS accepted. The Illustris website can be found at http://www.illustris-project.org/
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- The Illustris Simulation: Supermassive Black Hole - Galaxy Connection Beyond the Bulge
- Was 49b: An Overmassive AGN in a Merging Dwarf Galaxy?
- DM halo morphological types of MW-like galaxies in the TNG50 simulation: Simple, Twisted, or Stretched
- A new sample of southern radio galaxies: Host galaxy masses and star-formation rates
- About AGN ionization echoes, thermal echoes, and ionization deficits in low redshift Lyman-alpha blobs
- Cosmological insights into the assembly of the radial and compact stellar halo of the Milky Way
- Can Assembly Bias Explain the Lensing Amplitude of the BOSS CMASS Sample in a Planck Cosmology?
- How AGN feedback drives the size growth of the first quasars
- Effects of Active Galactic Nucleus Feedback on Cold Gas Depletion and Quenching of Central Galaxies
- Fast Generation of Covariance Matrices for Weak Lensing
- The eROSITA Final Equatorial-Depth Survey (eFEDS): LOFAR view of brightest cluster galaxies and AGN feedback
- Ionized Outflows in Nearby Quasars are Poorly Coupled to their Host Galaxies
- An exquisitely deep view of quenching galaxies through the gravitational lens: Stellar population, morphology, and ionized gas
- AGN feedback in action in the molecular gas ring of the Seyfert galaxy NGC7172
- A unified accretion disc model for supermassive black holes in galaxy formation simulations: method and implementation
- The Compact Structures of Massive Post-Starburst Galaxies in the SQuIGGE Sample
- Simba: The average properties of the circumgalactic medium of quasars are determined primarily by stellar feedback
- KETJU -- resolving small-scale supermassive black hole dynamics in GADGET-4
- Constraints on AGN feedback from its Sunyaev-Zel'dovich imprint on the cosmic background radiation
- Enhanced Star Formation Efficiency in the Central Regions of Nearby Quasars Hosts
- MACER improved: AGN feedback computed in rotating early-type galaxies at high resolution
- An X-ray/SDSS sample (II): outflowing gas plasma properties
- Towards robust determination of non-parametric morphologies in marginal astronomical data: resolving uncertainties with cosmological hydrodynamical simulations
- A Fundamental Test for Galaxy Formation Models: Matching the Lyman- Absorption Profiles of Galactic Halos over Three Decades in Distance
- Galaxy Zoo: Morphological classification of galaxy images from the Illustris simulation
- Driving the Growth of the Earliest Supermassive Black Holes with Major Mergers of Host Galaxies
- Dark-matter-deficient galaxies in hydrodynamical simulations
- A hidden population of massive black holes in simulated dwarf galaxies
- Star formation quenching imprinted on the internal structure of naked red nuggets
- A universal minimal mass scale for present-day central black holes
- iMaNGA: mock MaNGA galaxies based on IllustrisTNG and MaStar SSPs. I. Construction and analysis of the mock data cubes
- Impact of gas spin and Lyman-Werner flux on black hole seed formation in cosmological simulations: implications for direct collapse
- The (black hole mass)-(color) relations for early- and late-type galaxies: red and blue sequences
- Stellar and Weak Lensing Profiles of Massive Galaxies in the Hyper-Suprime Cam Survey and in Hydrodynamic Simulations
- TARDIS Paper II: Synergistic Density Reconstruction from Lyman-alpha Forest and Spectroscopic Galaxy Surveys with Applications to Protoclusters and the Cosmic Web
- The PUMA project. III. Incidence and properties of ionised gas disks in ULIRGs, associated velocity dispersion and its dependence on starburstiness
- A disturbing FABLE of mergers, feedback, turbulence, and mass biases in simulated galaxy clusters
- The formation of supermassive black holes from Population III.1 seeds. II. Evolution to the local universe
- Considerations for the Observability of Kinematically Offset Binary AGN
- Quenching by gas compression and consumption: A case study of a massive radio galaxy at z = 2.57
- Consistent and simultaneous modelling of galaxy clustering and galaxy-galaxy lensing with Subhalo Abundance Matching
- Constraints on galileons from the positions of supermassive black holes
- The galaxy morphology-density relation in the EAGLE simulation
- Baryonic effects on CMB lensing and neutrino mass constraints
- AGN Feedback in Groups and Clusters of Galaxies
- AGN X-ray luminosity function and absorption function in the Early Universe ()
- Extragalactic Millimeter Transients in the Era of Next Generation CMB Surveys
- Helium Reionization Simulations. I. Modeling Quasars as Radiation Sources
- Dynamical evolution of massive black holes in galactic-scale N-body simulations - introducing the regularized tree code "rVINE"
- Red Misfits in the Sloan Digital Sky Survey: Properties of Star-forming Red Galaxies
- The Impact of Outflows driven by Active Galactic Nuclei on Metals in and around Galaxies
- High-redshift Galaxy Formation with Self-consistently Modeled Stars and Massive Black Holes: Stellar Feedback and Quasar Growth
- Joint NuSTAR and Chandra analysis of the obscured quasar in IC 2497 - Hanny's Voorwerp system
- The low redshift Lyman- Forest as a constraint for models of AGN feedback
- Properties and merger signatures of galaxies hosting LISA coalescing massive black hole binaries
- 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
- Resonant scattering of the OVII X-ray emission line in the circumgalactic medium of TNG50 galaxies
- Multi-Epoch Machine Learning 1: Unravelling Nature vs Nurture for Galaxy Formation
- On the origin of star formation quenching in massive galaxies at in the cosmological simulations IllustrisTNG
- Resolving Disks & Mergers in Heavily Reddened Quasars and their Companion Galaxies with ALMA
- Accretion History of AGN III: Radiative Efficiency and AGN Contribution to Reionization
- Compact Molecular Gas Distribution in Quasar Host Galaxies
- Accretion properties of X-ray AGN: Evidence for radiation-regulated obscuration with redshift-dependent host galaxy contribution
- The IllustrisTNG Simulations: Public Data Release
- Inception of a first quasar at cosmic dawn
- Morphological evolution of supermassive black hole merger hosts and multimessenger signatures
- The building up of observed stellar scaling relations of massive galaxies and the connection to black hole growth in the TNG50 simulation
- Spatially offset black holes in the Horizon-AGN simulation and comparison to observations
- Cosmic Reionization On Computers: The Galaxy-Halo Connection between
- X-ray emission from a rapidly accreting narrow-line Seyfert 1 galaxy at z=6.56
- The Obsidian model: Three regimes of black hole feedback
- The Stellar Mass - Black Hole Mass Relation at Down to Determined by HETDEX
- Slowing down of cosmic growth of supermassive black holes: Theoretical prediction of the Eddington ratio distribution
- The impact of black hole seeding in cosmological simulations
- J1615+5452: a remnant radio galaxy in the ELAIS-N1 field
- The evolutionary pathways of disk galaxies with different sizes
- Dynamical friction and evolution of black holes in cosmological simulations: a new implementation in OpenGadget3
- Evidence for non-merger co-evolution of galaxies and their supermassive black holes
- Impact of gas based seeding on supermassive black hole populations at
- Inferring the Morphology of Stellar Distribution in TNG50: Twisted and Twisted-Stretched shapes
- The Relative Growth of Black Holes and of the Stellar Components of Galaxies
- Heavily Obscured AGN detection: a Radio vs X-ray challenge
- The Activation of Galactic Nuclei and Their Accretion Rates are Linked to the Star Formation Rates and Bulge-types of Their Host Galaxies
- The role of AGN on the structure, kinematics and evolution of ETGs in the Horizon simulations
- Merger Histories and Environments of Dwarf AGN in IllustrisTNG
- Non-parametric Morphologies of Mergers in the Illustris Simulation
- The metallicity and star formation activity of long gamma-ray burst hosts for z3: insights from the Illustris simulation
- ERGO-ML: Towards a robust machine learning model for inferring the fraction of accreted stars in galaxies from integral-field spectroscopic maps
- iMaNGA: mock MaNGA galaxies based on IllustrisTNG and MaStar SSPs -- II. The catalogue
- On the Absence of High-Redshift AGNs: Little Growth in the Supermassive Black Hole Population at High Redshifts
- Simulations of black hole fueling in isolated and merging galaxies with an explicit, multiphase ISM
- AGNs at the cosmic dawn: predictions for future surveys from a CDM cosmological model
- Little Red Dots as Direct-collapse Black Hole Nurseries
- MIND THE GAP: Is The Too Big To Fail Problem Resolved?
- FORECAST: a flexible software to forward model cosmological hydrodynamical simulations mimicking real observations
- A catalogue of faint local radio AGN and the properties of their host galaxies
- Galaxy formation physics behind bar formation: A view from cosmological hydrodynamical simulations
- The Column Densities of Molecular Gas across Cosmic Time: Bridging Observations and Simulations
- IllustrisTNG Insights: Factors Affecting the Presence of Bars in Disk Galaxies
- Testing the fidelity of simulations of black hole - galaxy co-evolution at z ~ 1.5 with observations
- Bringing faint active galactic nuclei (AGNs) to light: a view from large-scale cosmological simulations
- Concordance between observations and simulations in the evolution of the mass relation between supermassive black holes and their host galaxies
- A Comparison of Outflow Properties in AGN Dwarfs vs. Star Forming Dwarfs
- Impact of uncertainties in the halo velocity profile on direct detection of sub-GeV dark matter
- Signatures of Massive Black Hole Merger Host Galaxies from Cosmological Simulations I: Unique Galaxy Morphologies in Imaging
- Cold Dust Emission from X-ray AGN in the SCUBA-2 Cosmology Legacy Survey: Dependence on Luminosity, Obscuration & AGN Activity
- Surveys of the Cosmic X-ray Background
- A geometric approach to non-linear correlations with intrinsic scatter
- Imprint of baryons and massive neutrinos on velocity statistics
- Winds and feedback from supermassive black holes accreting at low rates: Hydrodynamical treatment
- The Ultramarine Simulation: properties of dark matter haloes before redshift 5.5
- Lack of Correlations between Cold Molecular Gas and AGN Properties in Type 1 AGNs at
- Cold Gas in Massive Galaxies as A Critical Test of Black Hole Feedback Models
- An Enhanced Massive Black Hole Occupation Fraction Predicted in Cluster Dwarf Galaxies
- Dark matter halos and the M-σrelation for supermassive black holes
- Cosmological Simulation of Galaxy Groups and Clusters-I: Global Effect of Feedback from Active Galactic Nuclei
- Numerical simulations of AGN wind feedback on black hole accretion: probing down to scales within the sphere of influence
- The evolution of high-redshift massive black holes
- Outflows in the Gaseous Discs of Active Galaxies and their impact on Black Hole Scaling Relations
- The role of mergers and gas accretion in black hole growth and galaxy evolution
- The role of SPICA-like missions and the Origins Space Telescope in the quest for heavily obscured AGN and synergies with Athena
- Black hole virial masses from single-epoch photometry: the miniJPAS test case
- Extragalactic Transients in the Era of Wide-Field Radio Surveys. I. Detection Rates and Light Curve Characteristics
- The Impact of the Dusty Torus on Obscured Quasar Halo Mass Measurements
- Dark against luminous matter around isolated central galaxies: a comparative study between modern surveys and Illustris-TNG
- NuSTAR hard X-ray data and Gemini 3D spectra reveal powerful AGN and outflow histories in two low-redshift Lyman- blobs
- iMaNGA: mock MaNGA galaxies based on IllustrisTNG and MaStar SSPs. -- III. Stellar metallicity drivers in MaNGA and TNG50
- Co-Evolution vs. Co-existence: The Effect of Accretion Modelling on the Evolution of Black Holes and Host Galaxies
- Gravitational Wave Peeps from EMRIs and their Implication for LISA Signal Confusion Noise
- A Fresh Look at AGN Spectral Energy Distribution Fitting with the XMM-SERVS AGN Sample
- PAC.V. The Roles of Mass and Environment in the Quenching of Galaxies
- Star Formation in Massive Galaxies at Redshift
- Black hole feedback and the evolution of massive early-type galaxies
- The ASTRID Simulation at z=0: From Massive Black Holes to Large-scale Structure
- A Physical Model for the Quasar Luminosity Function Evolution between Cosmic Dawn and High Noon
- On the detectability of massive black hole merger eventsby LISA
- Comparing galaxy morphology in hydrodynamical simulation and in semi-analytic model
- Addressing via N-body simulations the distribution of the satellite tidal debris in the Milky Way environment
- Studying galaxy cluster morphological metrics with Mock-X
- Parameter Distributions of Binary Black Hole Mergers Near Supermassive Black Holes as Seen by Advanced Gravitational Wave Detectors
- Host Galaxy Demographics Of Individually Detectable Supermassive Black-hole Binaries with Pulsar Timing Arrays
- Connection Between Galaxies and HI in the Circumgalactic and Intergalactic Media: Variation According to Galaxy Stellar Mass and Star-formation Activity
- Three-dimensional radiation hydrodynamics simulations of wandering intermediate-mass black holes considering the anisotropic radiation and dust sublimation
- Early-type galaxy density profiles from IllustrisTNG: III. Effects on outer kinematic structure
- SCONCE: A cosmic web finder for spherical and conic geometries
- A stochastic model to reproduce the star-formation history of individual galaxies in hydrodynamic simulations
- Clustering, Cosmology and a New Era of Black Hole Demographics -- I. The Conditional Luminosity Function of Active Galactic Nuclei
- Gamma-Rays from Star Forming Activity Appear to Outshine Misaligned Active Galactic Nuclei
- Measuring Galaxy Asymmetries in 3D
- Cosmological Simulation of Galaxy Groups and Clusters-II: Studying Different Modes of Feedback through X-ray Observations
- Measurements of the angular momentum-mass relations in the Simba simulation
- AGN lifetimes in UV-selected galaxies: a clue to supermassive black hole-host galaxy coevolution
- A rising tide: Intrinsic alignments since the turn of the millennium
- Astrophysics with the Laser Interferometer Space Antenna
- Why do semi-analytic models predict higher scatter in the stellar mass-halo mass relation than cosmological hydrodynamic simulations?
- What is the origin of the JWST SMBHs?
- M31 circum-nuclear region: a molecular survey with the IRAM-interferometer
- On the Effects of Local Environment on Active Galactic Nucleus (AGN) in the Horizon Run 5 Simulation
- Mass Reconstruction of Galaxy-scale Strong Gravitational Lenses Using a Broken Power-law Model
- Testing galaxy formation models with the stellar mass-halo mass relations for star-forming and quiescent galaxies
- Premature supermassive black hole mergers in cosmological simulations of structure formation
- Isolated dark matter deprived galaxies in hydrodynamical simulations: real objects or artefacts?
- Dark matter deficient galaxies in the Illustris flat-CDM model structure formation simulation
- Exploring the environment, magnetic fields, and feedback effects of massive high-redshift galaxies with [CII]
- The internal metallicity distributions of simulated galaxies from EAGLE, Illustris, and IllustrisTNG at z=1.8-4 as probed by Gamma Ray Burst hosts
- The fragility of thin discs in galaxies -- I. Building tailored N-body galaxy models
- The BACCO Simulation Project: A baryonification emulator with Neural Networks
- Estimation of the Galaxy Quenching Rate in the Illustris Simulation
- Multi-Epoch Machine Learning 2: Identifying physical drivers of galaxy properties in simulations
- Stellar and Black Hole Mass Densities as Empirical Tracers of Co-evolution Show Lock-step Growth since
- The Noctua Suite of Simulations -- The Difficulty of Growing Massive Black Holes in Low-Mass Dwarf Galaxies
- Jellyfish galaxies with the IllustrisTNG simulations -- Supermassive black hole activity in dense environments with ram-pressure stripped satellites
- Winds of change: the nuclear and galaxy-scale outflows and the X-ray variability of 2MASS 0918+2117
- IllustrisTNG and S2COSMOS: possible conflicts in the evolution of neutral gas and dust
- The COS-Holes Survey: Connecting Galaxy Black Hole Mass with the State of the CGM
- Retrieving the hot circumgalactic medium physics from the X-ray radial profile from eROSITA with an IlustrisTNG-based forward model
- The Physical Properties of Galaxies with Unusually Red Mid-Infrared Colours
- Physical Processes Behind the Co-Evolution of Halos, Galaxies and Supermassive Black Holes in the IllustrisTNG Simulation
- Differences in the Physical Properties of Satellite Galaxies within Relaxed and Disturbed Galaxy Groups and Clusters
- Estimating lifetimes of uv-selected massive galaxies at in the cosmos/ultravista field through clustering analyses
- Ionized gas kinematics of massive elliptical galaxies in CALIFA and in cosmological zoom-in simulations
- GalaxyGenius: Mock galaxy image generator for various telescopes from hydrodynamical simulations
- Growth and Feedback from the First Black Holes
- Reconstructing HI power spectrum with minimal parameters using the dark matter distribution beyond halos
- Tracing the cosmological origin of gas that fuels in situ star formation in TNG50 galaxies
- Cosmic spin and mass evolution of black holes and its impact
- Beyond diagnostic-diagrams: A critical exploration on the classification of ionization processes
- The evolution of the barred galaxy population in the TNG50 simulation
- Emission Line Diagnostics for IMBHs in Dwarf Galaxies: Accounting for BH Seeding and ULX Excitation
- Tracing the origins of galaxy lopsidedness across cosmic time
- The Cliff: A Metal-Poor Little Red Dot Hosting an Overmassive Black Hole at
- Mocking Faint Black Holes during Reionization
- Gravitational wave signal from primordial magnetic fields in the Pulsar Timing Array frequency band
- Stirring the cosmic pot: how black hole feedback shapes the matter power spectrum in the Fable simulations
- The signature of galaxy formation models in the power spectrum of the hydrogen 21cm line during reionization
- Study of Central Intensity Ratio of Seyfert Galaxies in nearby Universe
- A novel analysis of contamination in Lyman-break galaxy samples at : spatial correlation with intermediate-redshift galaxies at
- Revealing massive black hole astrophysics: The potential of hierarchical inference with extreme mass-ratio inspiral observations
- Tidal disruption event rates across cosmic time: forecasts for LSST, Roman, and JWST and their constraints on the supermassive black hole mass function
- A stellar dynamical mass measurement of an inactive black hole at redshift 2
- On the signature of black holes on the quenched stellar mass function
- Feeding supermassive black holes by collisional cascades
- Observing the influence of growing black holes on the pre-reionization IGM
- Winds versus jets: a comparison between black hole feedback modes in simulations of idealized galaxy groups and clusters
- The large-scale distribution of ionized metals in IllustrisTNG
- Effects of Varied Cosmic Ray Feedback from AGN on Massive Galaxy Properties
- Gravitational Wave Peep Contributions to Background Signal Confusion Noise for LISA
- Astrophysical Black holes: An Explanation for the Galaxy Quenching
- Exploring supermassive black hole physics and galaxy quenching across halo mass in FIRE cosmological zoom simulations
- On the quenching of star formation in observed and simulated central galaxies: Evidence for the role of integrated AGN feedback
- Cavendish experiment with fast radio bursts on cosmological scales
- Prospects for probing supermassive binary black holes in strongly lensed active galactic nuclei via microlensing effects
- Testing a New Star Formation History Model from Principal Component Analysis to Facilitate Spectral Synthesis Modeling
- The black hole population in low-mass galaxies in large-scale cosmological simulations
- Rapid sinking and efficient mergers of supermassive black holes in compact high-redshift galaxies
- A Population Study for Searching Supermassive Binary Black Holes in Active Galactic Nuclei: Continuum Spectral Features and Periodic Variabilities
- Black Holes and Baryon Number Violation: Unveiling the Origins of Early Galaxies and the Low-Mass Gap
- On the consistency of jet feedback modelling across different astrophysics hydrodynamical codes
- Galaxy mergers can initiate quenching by unlocking an AGN-driven transformation of the baryon cycle
- Massive black holes and their galaxies
- Unravelling the role of merger histories in the population of In situ stars: linking IllustrisTNG cosmological simulation to H3 survey
- The miniJPAS survey quasar selection I: Mock catalogues for classification
- Simulated X-ray Emission in Galaxy Clusters with Feedback from Active Galactic Nuclei