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Title: The MassiveBlack-II simulation: The evolution of haloes and galaxies to z ~ 0

Abstract

We investigate the properties and clustering of halos, galaxies and blackholes to z = 0 in the high resolution hydrodynamical simulation MassiveBlack-II (MBII). MBII evolves a ΛCDM cosmology in a cubical comoving volume Vbox = (100Mpc/h)³. It is the highest resolution simulation of this size which includes a self-consistent model for star formation, black hole accretion and associated feedback. We provide a simulation browser web application which enables interactive search and tagging of the halos, subhalos and their properties and publicly release our galaxy catalogs to the scientific community. Our analysis of the halo mass function in MBII reveals that baryons have strong effects with changes in the halo abundance of 20–35% below the knee of the mass function (Mhalo 1013.2 M h at z = 0) when compared to dark-matter-only simulations. We provide a fitting function for the halo MF out to redshift z = 11 and discuss its limitations.

Authors:
 [1];  [2];  [2];  [3];  [2];  [2];  [4];  [2]
  1. Brookhaven National Lab. (BNL), Upton, NY (United States)
  2. Carnegie Mellon Univ., Pittsburgh, PA (United States)
  3. Univ. of Sussex, Brighton (United Kingdom)
  4. The Hebrew Univ., Jerusalem (Israel)
Publication Date:
Research Org.:
Brookhaven National Laboratory (BNL), Upton, NY (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP)
OSTI Identifier:
1214100
Report Number(s):
BNL-108322-2015-JA
Journal ID: ISSN 0035-8711; KA2301020
Grant/Contract Number:  
SC00112704
Resource Type:
Accepted Manuscript
Journal Name:
Monthly Notices of the Royal Astronomical Society
Additional Journal Information:
Journal Volume: 450; Journal Issue: 2; Journal ID: ISSN 0035-8711
Publisher:
Royal Astronomical Society
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; methods: numerical - cosmology: theory - cosmology: large-scale structure of Universe - galaxies; formation - galaxies: evolution - quasars: general

Citation Formats

Khandai, Nishikanta, Di Matteo, Tiziana, Croft, Rupert, Wilkins, Stephen, Feng, Yu, Tucker, Evan, DeGraf, Colin, and Liu, Mao -Sheng. The MassiveBlack-II simulation: The evolution of haloes and galaxies to z ~ 0. United States: N. p., 2015. Web. doi:10.1093/mnras/stv627.
Khandai, Nishikanta, Di Matteo, Tiziana, Croft, Rupert, Wilkins, Stephen, Feng, Yu, Tucker, Evan, DeGraf, Colin, & Liu, Mao -Sheng. The MassiveBlack-II simulation: The evolution of haloes and galaxies to z ~ 0. United States. https://doi.org/10.1093/mnras/stv627
Khandai, Nishikanta, Di Matteo, Tiziana, Croft, Rupert, Wilkins, Stephen, Feng, Yu, Tucker, Evan, DeGraf, Colin, and Liu, Mao -Sheng. Fri . "The MassiveBlack-II simulation: The evolution of haloes and galaxies to z ~ 0". United States. https://doi.org/10.1093/mnras/stv627. https://www.osti.gov/servlets/purl/1214100.
@article{osti_1214100,
title = {The MassiveBlack-II simulation: The evolution of haloes and galaxies to z ~ 0},
author = {Khandai, Nishikanta and Di Matteo, Tiziana and Croft, Rupert and Wilkins, Stephen and Feng, Yu and Tucker, Evan and DeGraf, Colin and Liu, Mao -Sheng},
abstractNote = {We investigate the properties and clustering of halos, galaxies and blackholes to z = 0 in the high resolution hydrodynamical simulation MassiveBlack-II (MBII). MBII evolves a ΛCDM cosmology in a cubical comoving volume Vbox = (100Mpc/h)³. It is the highest resolution simulation of this size which includes a self-consistent model for star formation, black hole accretion and associated feedback. We provide a simulation browser web application which enables interactive search and tagging of the halos, subhalos and their properties and publicly release our galaxy catalogs to the scientific community. Our analysis of the halo mass function in MBII reveals that baryons have strong effects with changes in the halo abundance of 20–35% below the knee of the mass function (Mhalo 1013.2 M⊙ h at z = 0) when compared to dark-matter-only simulations. We provide a fitting function for the halo MF out to redshift z = 11 and discuss its limitations.},
doi = {10.1093/mnras/stv627},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 2,
volume = 450,
place = {United States},
year = {Fri Apr 24 00:00:00 EDT 2015},
month = {Fri Apr 24 00:00:00 EDT 2015}
}

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  • Vogelsberger, Mark; Marinacci, Federico; Torrey, Paul
  • Nature Reviews Physics, Vol. 2, Issue 1
  • DOI: 10.1038/s42254-019-0127-2

The unorthodox evolution of major merger remnants into star-forming spiral galaxies
journal, June 2017

  • Sparre, Martin; Springel, Volker
  • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 4
  • DOI: 10.1093/mnras/stx1516

The Origin and Evolution of Fast and Slow Rotators in the Illustris Simulation
text, January 2017

  • Penoyre, Z.; Moster, Benjamin; Sijacki, D.
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.10998

Cosmological simulations of galaxy formation
journal, January 2020

  • Vogelsberger, Mark; Marinacci, Federico; Torrey, Paul
  • Nature Reviews Physics, Vol. 2, Issue 1
  • DOI: 10.1038/s42254-019-0127-2

N-body simulations of gravitational redshifts and other relativistic distortions of galaxy clustering
journal, June 2017

  • Zhu, Hongyu; Alam, Shadab; Croft, Rupert A. C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 471, Issue 2
  • DOI: 10.1093/mnras/stx1644

Weak lensing reveals a tight connection between dark matter halo mass and the distribution of stellar mass in massive galaxies
journal, December 2019

  • Huang, Song; Leauthaud, Alexie; Hearin, Andrew
  • Monthly Notices of the Royal Astronomical Society, Vol. 492, Issue 3
  • DOI: 10.1093/mnras/stz3314

Study of gravitational fields and globular cluster systems of early-type galaxies
journal, May 2019


Halo ellipticity of GAMA galaxy groups from KiDS weak lensing
journal, February 2017

  • van Uitert, Edo; Hoekstra, Henk; Joachimi, Benjamin
  • Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 4
  • DOI: 10.1093/mnras/stx344

The Horizon-AGN simulation: morphological diversity of galaxies promoted by AGN feedback
text, January 2016


The Halo Occupation Distribution of obscured quasars: revisiting the unification model
journal, March 2018

  • Mitra, Kaustav; Chatterjee, Suchetana; DiPompeo, Michael A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 1
  • DOI: 10.1093/mnras/sty556

Driving gas shells with radiation pressure on dust in radiation-hydrodynamic simulations
text, January 2018

  • Costa, T.; Rosdahl, J.; Sijacki, Debora
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.24386

Halo ellipticity of GAMA galaxy groups from KiDS weak lensing
text, January 2016


The Horizon-AGN simulation: morphological diversity of galaxies promoted by AGN feedback
journal, September 2016

  • Dubois, Yohan; Peirani, Sébastien; Pichon, Christophe
  • Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 4
  • DOI: 10.1093/mnras/stw2265

The role of mergers in driving morphological transformation over cosmic time
text, January 2018


Cosmological Simulation of Galaxy Groups and Clusters-I: Global Effect of Feedback from Active Galactic Nuclei
text, January 2019


The first supermassive black holes: indications from models for future observations
journal, February 2019

  • Amarantidis, Stergios; Afonso, José; Messias, Hugo
  • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 2
  • DOI: 10.1093/mnras/stz551

Massive spheroids can form in single minor mergers
journal, September 2019

  • Jackson, R. A.; Martin, G.; Kaviraj, S.
  • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 4
  • DOI: 10.1093/mnras/stz2440

Relativistic distortions in the large-scale clustering of SDSS-III BOSS CMASS galaxies
journal, June 2017

  • Alam, Shadab; Zhu, Hongyu; Croft, Rupert A. C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 3
  • DOI: 10.1093/mnras/stx1421

Momentum-driven Winds from Radiatively Efficient Black Hole Accretion and Their Impact on Galaxies
journal, June 2018

  • Brennan, Ryan; Choi, Ena; Somerville, Rachel S.
  • The Astrophysical Journal, Vol. 860, Issue 1
  • DOI: 10.3847/1538-4357/aac2c4

Improving the convergence properties of the moving-mesh code AREPO
text, January 2015


mufasa: galaxy formation simulations with meshless hydrodynamics
journal, July 2016

  • Davé, Romeel; Thompson, Robert; Hopkins, Philip F.
  • Monthly Notices of the Royal Astronomical Society, Vol. 462, Issue 3
  • DOI: 10.1093/mnras/stw1862

Time evolution of galaxy scaling relations in cosmological simulations
journal, August 2016

  • Taylor, Philip; Kobayashi, Chiaki
  • Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 3
  • DOI: 10.1093/mnras/stw2157

Black hole feeding and feedback: the physics inside the ‘sub-grid’
journal, February 2017

  • Negri, A.; Volonteri, M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 3
  • DOI: 10.1093/mnras/stx362

Simulating galactic dust grain evolution on a moving mesh
text, January 2018


The cosmic spectral energy distribution in the EAGLE simulation
journal, January 2019

  • Baes, Maarten; Trčka, Ana; Camps, Peter
  • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 3
  • DOI: 10.1093/mnras/stz302

Simulating galactic dust grain evolution on a moving mesh
journal, May 2018

  • McKinnon, Ryan; Vogelsberger, Mark; Torrey, Paul
  • Monthly Notices of the Royal Astronomical Society, Vol. 478, Issue 3
  • DOI: 10.1093/mnras/sty1248

First results from the IllustrisTNG simulations: matter and galaxy clustering
text, January 2017


Evaporating the Milky Way halo and its satellites with inelastic self-interacting dark matter
journal, February 2019

  • Vogelsberger, Mark; Zavala, Jesús; Schutz, Katelin
  • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 4
  • DOI: 10.1093/mnras/stz340

Simulating galaxy formation with the IllustrisTNG model
journal, October 2017

  • Pillepich, Annalisa; Springel, Volker; Nelson, Dylan
  • Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 3
  • DOI: 10.1093/mnras/stx2656

Automated distant galaxy merger classifications from Space Telescope images using the Illustris simulation
journal, April 2019

  • Snyder, Gregory F.; Rodriguez-Gomez, Vicente; Lotz, Jennifer M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 3
  • DOI: 10.1093/mnras/stz1059

Comparing galaxy clustering in Horizon-AGN simulated light-cone mocks and VIDEO observations
journal, October 2019

  • Hatfield, P. W.; Laigle, C.; Jarvis, M. J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 4
  • DOI: 10.1093/mnras/stz2946

X-ray background and its correlation with the 21 cm signal
text, January 2018


The quest for dual and binary supermassive black holes: A multi-messenger view
journal, December 2019


EMERGE - An empirical model for the formation of galaxies since $z\sim10$
text, January 2017


The morphology and kinematics of the gaseous circumgalactic medium of Milky Way mass galaxies – II. Comparison of IllustrisTNG and Illustris simulation results
journal, May 2019

  • Kauffmann, Guinevere; Nelson, Dylan; Borthakur, Sanchayeeta
  • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4
  • DOI: 10.1093/mnras/stz1029

On the Evolution of Galaxy Spin in a Cosmological Hydrodynamic Simulation of Galaxy Clusters
journal, March 2017


The epoch of cosmic heating by early sources of X-rays
journal, February 2018

  • Eide, Marius B.; Graziani, Luca; Ciardi, Benedetta
  • Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 1
  • DOI: 10.1093/mnras/sty272

CosmoDC2: A Synthetic Sky Catalog for Dark Energy Science with LSST
journal, December 2019

  • Korytov, Danila; Hearin, Andrew; Kovacs, Eve
  • The Astrophysical Journal Supplement Series, Vol. 245, Issue 2
  • DOI: 10.3847/1538-4365/ab510c

The role of mergers in driving morphological transformation over cosmic time
journal, July 2018

  • Martin, G.; Kaviraj, S.; Devriendt, J. E. G.
  • Monthly Notices of the Royal Astronomical Society, Vol. 480, Issue 2
  • DOI: 10.1093/mnras/sty1936

Improving the convergence properties of the moving-mesh code AREPO
journal, November 2015

  • Pakmor, Rüdiger; Springel, Volker; Bauer, Andreas
  • Monthly Notices of the Royal Astronomical Society, Vol. 455, Issue 1
  • DOI: 10.1093/mnras/stv2380

CosmoDC2: A Synthetic Sky Catalog for Dark Energy Science with LSST
text, January 2019


Modelling baryonic physics in future weak lensing surveys
journal, June 2019

  • Huang, Hung-Jin; Eifler, Tim; Mandelbaum, Rachel
  • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 2
  • DOI: 10.1093/mnras/stz1714

Active Galactic Nuclei Feedback and the Origin and Fate of the Hot Gas in Early-type Galaxies
journal, March 2018

  • Pellegrini, Silvia; Ciotti, Luca; Negri, Andrea
  • The Astrophysical Journal, Vol. 856, Issue 2
  • DOI: 10.3847/1538-4357/aaae07

Large-scale mass distribution in the Illustris simulation
journal, February 2016

  • Haider, M.; Steinhauser, D.; Vogelsberger, M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 3
  • DOI: 10.1093/mnras/stw077

The Illustris Simulation: Public Data Release
text, January 2015


X-ray background and its correlation with the 21 cm signal
journal, July 2018

  • Ma, Q.; Ciardi, B.; Eide, M. B.
  • Monthly Notices of the Royal Astronomical Society, Vol. 480, Issue 1
  • DOI: 10.1093/mnras/sty1806

The impact of AGN feedback on galaxy intrinsic alignments in the Horizon simulations
text, January 2019


Simulating the large-scale structure of HI intensity maps
journal, March 2016

  • Seehars, Sebastian; Paranjape, Aseem; Witzemann, Amadeus
  • Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 03
  • DOI: 10.1088/1475-7516/2016/03/001

Evolution of star formation rate–density relation over cosmic time in a simulated universe: the observed reversal reproduced
journal, August 2019

  • Hwang, Ho Seong; Shin, Jihye; Song, Hyunmi
  • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 1
  • DOI: 10.1093/mnras/stz2136

The FABLE simulations: A feedback model for galaxies, groups and clusters
text, January 2019

  • Henden, Nicholas; Puchwein, Ewald; Shen, Sijing
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.43228

Relativistic distortions in the large-scale clustering of SDSS-III BOSS CMASS galaxies
text, January 2017


X-Ray Surface Brightness Profiles of Optically Selected Active Galactic Nuclei: Comparison with X-Ray AGNs
journal, February 2019

  • Mukherjee, Sagnick; Bhattacharjee, Anirban; Chatterjee, Suchetana
  • The Astrophysical Journal, Vol. 872, Issue 1
  • DOI: 10.3847/1538-4357/aaf9b7

First results from the IllustrisTNG simulations: matter and galaxy clustering
journal, December 2017

  • Springel, Volker; Pakmor, Rüdiger; Pillepich, Annalisa
  • Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 1
  • DOI: 10.1093/mnras/stx3304

simba: Cosmological simulations with black hole growth and feedback
journal, April 2019

  • Davé, Romeel; Anglés-Alcázar, Daniel; Narayanan, Desika
  • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 2
  • DOI: 10.1093/mnras/stz937

The eagle simulations of galaxy formation: Public release of halo and galaxy catalogues
journal, April 2016


X-ray Surface Brightness Profiles of Optically Selected Active Galactic Nuclei: Comparison with X-ray AGN
text, January 2018


Halo occupation distribution (HOD) modelling of high redshift galaxies using the BlueTides simulation
journal, August 2018

  • Bhowmick, Aklant K.; Campbell, Duncan; Di Matteo, Tiziana
  • Monthly Notices of the Royal Astronomical Society, Vol. 480, Issue 3
  • DOI: 10.1093/mnras/sty2128

Alignment between Filaments and Galaxy Spins from the MaNGA Integral-field Survey
journal, May 2019

  • Krolewski, Alex; Ho, Shirley; Chen, Yen-Chi
  • The Astrophysical Journal, Vol. 876, Issue 1
  • DOI: 10.3847/1538-4357/ab1010

The Illustris simulation: The evolving population of black holes across cosmic time
text, January 2019

  • Sijacki, Debora; Vogelsberger, M.; Genel, S.
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.40578

Projected alignment of non-sphericities of stellar, gas, and dark matter distributions in galaxy clusters: analysis of the Horizon-AGN simulation
journal, April 2018

  • Okabe, Taizo; Nishimichi, Takahiro; Oguri, Masamune
  • Monthly Notices of the Royal Astronomical Society, Vol. 478, Issue 1
  • DOI: 10.1093/mnras/sty1068

Supermassive black holes and their feedback effects in the IllustrisTNG simulation
journal, June 2018

  • Weinberger, Rainer; Springel, Volker; Pakmor, Rüdiger
  • Monthly Notices of the Royal Astronomical Society, Vol. 479, Issue 3
  • DOI: 10.1093/mnras/sty1733

DESCQA: An Automated Validation Framework for Synthetic Sky Catalogs
journal, February 2018

  • Mao, Yao-Yuan; Kovacs, Eve; Heitmann, Katrin
  • The Astrophysical Journal Supplement Series, Vol. 234, Issue 2
  • DOI: 10.3847/1538-4365/aaa6c3

Mapping stellar content to dark matter haloes using galaxy clustering and galaxy–galaxy lensing in the SDSS DR7
journal, October 2015

  • Zu, Ying; Mandelbaum, Rachel
  • Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 2
  • DOI: 10.1093/mnras/stv2062

Machine learning and cosmological simulations – II. Hydrodynamical simulations
journal, February 2016

  • Kamdar, Harshil M.; Turk, Matthew J.; Brunner, Robert J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 2
  • DOI: 10.1093/mnras/stv2981

Driving gas shells with radiation pressure on dust in radiation-hydrodynamic simulations
journal, October 2017

  • Costa, Tiago; Rosdahl, Joakim; Sijacki, Debora
  • Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 3
  • DOI: 10.1093/mnras/stx2598

European Pulsar Timing Array limits on an isotropic stochastic gravitational-wave background
journal, August 2015

  • Lentati, L.; Taylor, S. R.; Mingarelli, C. M. F.
  • Monthly Notices of the Royal Astronomical Society, Vol. 453, Issue 3
  • DOI: 10.1093/mnras/stv1538

The origin and evolution of fast and slow rotators in the Illustris simulation
journal, March 2017

  • Penoyre, Zephyr; Moster, Benjamin P.; Sijacki, Debora
  • Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 4
  • DOI: 10.1093/mnras/stx762

The FABLE simulations: A feedback model for galaxies, groups and clusters
text, January 2018


NIHAO – XXII. Introducing black hole formation, accretion, and feedback into the NIHAO simulation suite
journal, June 2019

  • Blank, Marvin; Macciò, Andrea V.; Dutton, Aaron A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 487, Issue 4
  • DOI: 10.1093/mnras/stz1688

Nuisance parameters for large galaxy surveys
preprint, January 2016


Exploring the effects of galaxy formation on matter clustering through a library of simulation power spectra
journal, November 2019

  • van Daalen, Marcel P.; McCarthy, Ian G.; Schaye, Joop
  • Monthly Notices of the Royal Astronomical Society, Vol. 491, Issue 2
  • DOI: 10.1093/mnras/stz3199

Momentum-driven Winds from Radiatively Efficient Black Hole Accretion and Their Impact on Galaxies
text, January 2018


Cross-correlation between the 21-cm signal and [O iii] emitters during early cosmic reionization
journal, August 2019

  • Moriwaki, Kana; Yoshida, Naoki; Eide, Marius B.
  • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 2
  • DOI: 10.1093/mnras/stz2308

Simba: Cosmological Simulations with Black Hole Growth and Feedback
text, January 2019


Time Evolution of Galaxy Scaling Relations in Cosmological Simulations
text, January 2016


Colour-magnitude diagram in simulations of galaxy formation
text, January 2018


The New Numerical Galaxy Catalogue ( ν 2 GC ): properties of active galactic nuclei and their host galaxies
journal, November 2018

  • Shirakata, Hikari; Okamoto, Takashi; Kawaguchi, Toshihiro
  • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 4
  • DOI: 10.1093/mnras/sty2958

Connecting Angular Momentum and Galactic Dynamics: the Complex Interplay Between Spin, Mass, and Morphology
journal, October 2015

  • Teklu, Adelheid F.; Remus, Rhea-Silvia; Dolag, Klaus
  • The Astrophysical Journal, Vol. 812, Issue 1
  • DOI: 10.1088/0004-637x/812/1/29

Dark Matter Haloes and Subhaloes
journal, September 2019


The KMOS Redshift One Spectroscopic Survey (KROSS): rotational velocities and angular momentum of z ≈ 0.9 galaxies★
journal, February 2017

  • Harrison, C. M.; Johnson, H. L.; Swinbank, A. M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 2
  • DOI: 10.1093/mnras/stx217

The Websky Extragalactic CMB Simulations
text, January 2020


The FABLE simulations: a feedback model for galaxies, groups, and clusters
journal, July 2018

  • Henden, Nicholas A.; Puchwein, Ewald; Shen, Sijing
  • Monthly Notices of the Royal Astronomical Society, Vol. 479, Issue 4
  • DOI: 10.1093/mnras/sty1780

THE COSMOS2015 CATALOG: EXPLORING THE 1 < z < 6 UNIVERSE WITH HALF A MILLION GALAXIES
journal, June 2016

  • Laigle, C.; McCracken, H. J.; Ilbert, O.
  • The Astrophysical Journal Supplement Series, Vol. 224, Issue 2
  • DOI: 10.3847/0067-0049/224/2/24

NIHAO XXII: Introducing black hole formation, accretion and feedback into the NIHAO simulation suite
text, January 2019


Large-scale mass distribution in the Illustris simulation
text, January 2015


Massive spheroids can form in single minor mergers
text, January 2019


On the small-scale clustering of quasars: constraints from the MassiveBlack II simulation
journal, February 2019

  • Bhowmick, Aklant K.; DiMatteo, Tiziana; Eftekharzadeh, Sarah
  • Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 2
  • DOI: 10.1093/mnras/stz519

Cosmological Simulation of Galaxy Groups and Clusters. I. Global Effect of Feedback from Active Galactic Nuclei
journal, January 2020

  • Kar Chowdhury, Rudrani; Chatterjee, Suchetana; Lonappan, Anto. I.
  • The Astrophysical Journal, Vol. 889, Issue 1
  • DOI: 10.3847/1538-4357/ab5b96

Observing the Redshifted 21 cm Signal around a Bright QSO at z ∼ 10
journal, January 2020

  • Ma, Qing-Bo; Ciardi, Benedetta; Kakiichi, Koki
  • The Astrophysical Journal, Vol. 888, Issue 2
  • DOI: 10.3847/1538-4357/ab5b95

Report from the Tri-Agency Cosmological Simulation Task Force
text, January 2020

  • Nick, Battaglia,; Andrew, Benson,; Tim, Eifler,
  • University of Zurich
  • DOI: 10.5167/uzh-200191

Modelling turbulent effects of stellar feedback in cosmological simulations
journal, November 2018

  • Engels, Jan Frederik; Schmidt, Wolfram; Niemeyer, Jens
  • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 4
  • DOI: 10.1093/mnras/sty3037

Colour–magnitude diagram in simulations of galaxy formation
journal, July 2018

  • Valentini, Milena; Bressan, Alessandro; Borgani, Stefano
  • Monthly Notices of the Royal Astronomical Society, Vol. 480, Issue 1
  • DOI: 10.1093/mnras/sty1896

emerge – an empirical model for the formation of galaxies since z ∼ 10
journal, March 2018

  • Moster, Benjamin P.; Naab, Thorsten; White, Simon D. M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 2
  • DOI: 10.1093/mnras/sty655

Machine Learning and Cosmological Simulations II: Hydrodynamical Simulations
text, January 2015


The Illustris simulation: the evolving population of black holes across cosmic time
journal, July 2015

  • Sijacki, Debora; Vogelsberger, Mark; Genel, Shy
  • Monthly Notices of the Royal Astronomical Society, Vol. 452, Issue 1
  • DOI: 10.1093/mnras/stv1340

First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies
journal, December 2017

  • Pillepich, Annalisa; Nelson, Dylan; Hernquist, Lars
  • Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 1
  • DOI: 10.1093/mnras/stx3112