Beyond assembly bias: exploring secondary halo biases for cluster-size haloes
Abstract
Secondary halo bias, commonly known as ‘assembly bias’, is the dependence of halo clustering on a halo property other than mass. This prediction of the Λ Cold Dark Matter cosmology is essential to modelling the galaxy distribution to high precision and interpreting clustering measurements. As the name suggests, different manifestations of secondary halo bias have been thought to originate from halo assembly histories. We show conclusively that this is incorrect for cluster-size haloes. We present an up-to-date summary of secondary halo biases of high-mass haloes due to various halo properties including concentration, spin, several proxies of assembly history, and subhalo properties. While concentration, spin, and the abundance and radial distribution of subhaloes exhibit significant secondary biases, properties that directly quantify halo assembly history do not. In fact, the entire assembly histories of haloes in pairs are nearly identical to those of isolated haloes. In general, a global correlation between two halo properties does not predict whether or not these two properties exhibit similar secondary biases. For example, assembly history and concentration (or subhalo abundance) are correlated for both paired and isolated haloes, but follow slightly different conditional distributions in these two cases. Lastly, this results in a secondary halo biasmore »
- Authors:
-
- Univ. of Pittsburgh, PA (United States). Pittsburgh Particle Physics, Astrophysics and Cosmology Center (PITT PACC), Dept. of Physics and Astronomy; Univ. of California, Santa Barbara, CA (United States). Kavli Inst. for Theoretical Physics
- Univ. of California, Santa Barbara, CA (United States). Kavli Inst. for Theoretical Physics; Stanford Univ., CA (United States). Kavli Inst. for Particle Astrophysics and Cosmology and Dept. of Physics; SLAC National Accelerator Lab., Menlo Park, CA (United States)
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC); National Science Foundation (NSF); National Aeronautics and Space Administration (NASA)
- OSTI Identifier:
- 1423516
- Grant/Contract Number:
- AC02-76SF00515; 1516266; 1517563; PHY-1125915
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Monthly Notices of the Royal Astronomical Society
- Additional Journal Information:
- Journal Volume: 474; Journal Issue: 4; Journal ID: ISSN 0035-8711
- Publisher:
- Royal Astronomical Society
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 79 ASTRONOMY AND ASTROPHYSICS; methods: numerical; galaxies: clusters: general; galaxies: formation; galaxies: haloes; dark matter; large-scale structure of Universe
Citation Formats
Mao, Yao-Yuan, Zentner, Andrew R., and Wechsler, Risa H. Beyond assembly bias: exploring secondary halo biases for cluster-size haloes. United States: N. p., 2017.
Web. doi:10.1093/mnras/stx3111.
Mao, Yao-Yuan, Zentner, Andrew R., & Wechsler, Risa H. Beyond assembly bias: exploring secondary halo biases for cluster-size haloes. United States. https://doi.org/10.1093/mnras/stx3111
Mao, Yao-Yuan, Zentner, Andrew R., and Wechsler, Risa H. Fri .
"Beyond assembly bias: exploring secondary halo biases for cluster-size haloes". United States. https://doi.org/10.1093/mnras/stx3111. https://www.osti.gov/servlets/purl/1423516.
@article{osti_1423516,
title = {Beyond assembly bias: exploring secondary halo biases for cluster-size haloes},
author = {Mao, Yao-Yuan and Zentner, Andrew R. and Wechsler, Risa H.},
abstractNote = {Secondary halo bias, commonly known as ‘assembly bias’, is the dependence of halo clustering on a halo property other than mass. This prediction of the Λ Cold Dark Matter cosmology is essential to modelling the galaxy distribution to high precision and interpreting clustering measurements. As the name suggests, different manifestations of secondary halo bias have been thought to originate from halo assembly histories. We show conclusively that this is incorrect for cluster-size haloes. We present an up-to-date summary of secondary halo biases of high-mass haloes due to various halo properties including concentration, spin, several proxies of assembly history, and subhalo properties. While concentration, spin, and the abundance and radial distribution of subhaloes exhibit significant secondary biases, properties that directly quantify halo assembly history do not. In fact, the entire assembly histories of haloes in pairs are nearly identical to those of isolated haloes. In general, a global correlation between two halo properties does not predict whether or not these two properties exhibit similar secondary biases. For example, assembly history and concentration (or subhalo abundance) are correlated for both paired and isolated haloes, but follow slightly different conditional distributions in these two cases. Lastly, this results in a secondary halo bias due to concentration (or subhalo abundance), despite the lack of assembly bias in the strict sense for cluster-size haloes. Due to this complexity, caution must be exercised in using any one halo property as a proxy to study the secondary bias due to another property.},
doi = {10.1093/mnras/stx3111},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 4,
volume = 474,
place = {United States},
year = {Fri Dec 01 00:00:00 EST 2017},
month = {Fri Dec 01 00:00:00 EST 2017}
}
Web of Science
Works referenced in this record:
The spin and shape of dark matter haloes in the Millennium simulation of a Λ cold dark matter universe
journal, March 2007
- Bett, Philip; Eke, Vincent; Frenk, Carlos S.
- Monthly Notices of the Royal Astronomical Society, Vol. 376, Issue 1
Analytic model for galaxy and dark matter clustering
journal, October 2000
- Seljak, U.
- Monthly Notices of the Royal Astronomical Society, Vol. 318, Issue 1
Biased clustering in the cold dark matter cosmogony
journal, April 1989
- Cole, S.; Kaiser, N.
- Monthly Notices of the Royal Astronomical Society, Vol. 237, Issue 4
The Structure of Cold Dark Matter Halos
journal, May 1996
- Navarro, Julio F.; Frenk, Carlos S.; White, Simon D. M.
- The Astrophysical Journal, Vol. 462
ZOMG – II. Does the halo assembly history influence central galaxies and gas accretion?
journal, April 2017
- Romano-Díaz, Emilio; Garaldi, Enrico; Borzyszkowski, Mikolaj
- Monthly Notices of the Royal Astronomical Society, Vol. 469, Issue 2
A Universal Density Profile from Hierarchical Clustering
journal, December 1997
- Navarro, Julio F.; Frenk, Carlos S.; White, Simon D. M.
- The Astrophysical Journal, Vol. 490, Issue 2
An analytic model for the spatial clustering of dark matter haloes
journal, September 1996
- Mo, H. J.; White, S. D. M.
- Monthly Notices of the Royal Astronomical Society, Vol. 282, Issue 2
The Correlated Formation Histories of Massive Galaxies and Their dark Matter Halos
journal, July 2012
- Tinker, Jeremy L.; George, Matthew R.; Leauthaud, Alexie
- The Astrophysical Journal, Vol. 755, Issue 1
Core condensation in heavy halos: a two-stage theory for galaxy formation and clustering
journal, July 1978
- White, S. D. M.; Rees, M. J.
- Monthly Notices of the Royal Astronomical Society, Vol. 183, Issue 3
The weak Lensing Signal and the Clustering of boss Galaxies. i. Measurements
journal, June 2015
- Miyatake, Hironao; More, Surhud; Mandelbaum, Rachel
- The Astrophysical Journal, Vol. 806, Issue 1
Constraining galaxy formation and cosmology with the conditional luminosity function of galaxies
journal, March 2003
- Yang, Xiaohu; Mo, H. J.; Bosch, Frank C. van den
- Monthly Notices of the Royal Astronomical Society, Vol. 339, Issue 4
Concentration, spin and shape of dark matter haloes: scatter and the dependence on mass and environment
journal, June 2007
- Maccio, A. V.; Dutton, A. A.; Van Den Bosch, F. C.
- Monthly Notices of the Royal Astronomical Society, Vol. 378, Issue 1
Planck 2013 results. XVI. Cosmological parameters
journal, October 2014
- Ade, P. A. R.; Aghanim, N.; Armitage-Caplan, C.
- Astronomy & Astrophysics, Vol. 571
Why does the clustering of haloes depend on their formation history?
journal, May 2007
- Sandvik, H. B.; Moller, O.; Lee, J.
- Monthly Notices of the Royal Astronomical Society, Vol. 377, Issue 1
Halo Assembly Bias in Hierarchical Structure Formation
journal, November 2008
- Dalal, Neal; White, Martin; Bond, J. Richard
- The Astrophysical Journal, Vol. 687, Issue 1
Galaxy assembly bias: a significant source of systematic error in the galaxy–halo relationship
journal, August 2014
- Zentner, Andrew R.; Hearin, Andrew P.; van den Bosch, Frank C.
- Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 4
Ellipsoidal collapse and an improved model for the number and spatial distribution of dark matter haloes
journal, May 2001
- Sheth, R. K.; Mo, H. J.; Tormen, G.
- Monthly Notices of the Royal Astronomical Society, Vol. 323, Issue 1
Assembly bias and the Dynamical Structure of dark Matter Halos
journal, December 2009
- Faltenbacher, Andreas; White, Simon D. M.
- The Astrophysical Journal, Vol. 708, Issue 1
The Connection Between Galaxies and dark Matter Structures in the Local Universe
journal, June 2013
- Reddick, Rachel M.; Wechsler, Risa H.; Tinker, Jeremy L.
- The Astrophysical Journal, Vol. 771, Issue 1
Formation of galaxies and large-scale structure with cold dark matter
journal, October 1984
- Blumenthal, George R.; Faber, S. M.; Primack, Joel R.
- Nature, Vol. 311, Issue 5986
Assembly bias and splashback in galaxy clusters
journal, June 2017
- Busch, Philipp; White, Simon D. M.
- Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 4
The age dependence of halo clustering
journal, October 2005
- Gao, L.; Springel, V.; White, S. D. M.
- Monthly Notices of the Royal Astronomical Society: Letters, Vol. 363, Issue 1
On the level of cluster assembly bias in SDSS
journal, May 2017
- Zu, Ying; Mandelbaum, Rachel; Simet, Melanie
- Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 1
Subhalo abundance matching and assembly bias in the EAGLE simulation
journal, May 2016
- Chaves-Montero, Jonás; Angulo, Raul E.; Schaye, Joop
- Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 3
The Dependence of Subhalo Abundance on halo Concentration
journal, August 2015
- Mao, Yao-Yuan; Williamson, Marc; Wechsler, Risa H.
- The Astrophysical Journal, Vol. 810, Issue 1
Detection of the Splashback Radius and halo Assembly bias of Massive Galaxy Clusters
journal, June 2016
- More, Surhud; Miyatake, Hironao; Takada, Masahiro
- The Astrophysical Journal, Vol. 825, Issue 1
Assembly bias in the clustering of dark matter haloes
journal, May 2007
- Gao, L.; White, S. D. M.
- Monthly Notices of the Royal Astronomical Society: Letters, Vol. 377, Issue 1
Statistical Properties of X‐Ray Clusters: Analytic and Numerical Comparisons
journal, March 1998
- Bryan, Greg L.; Norman, Michael L.
- The Astrophysical Journal, Vol. 495, Issue 1
Properties of dark matter haloes in clusters, filaments, sheets and voids
journal, February 2007
- Hahn, O.; Porciani, C.; Carollo, C. M.
- Monthly Notices of the Royal Astronomical Society, Vol. 375, Issue 2
On the spatial correlations of Abell clusters
journal, September 1984
- Kaiser, N.
- The Astrophysical Journal, Vol. 284
On halo formation times and assembly bias
journal, September 2008
- Li, Yun; Mo, H. J.; Gao, L.
- Monthly Notices of the Royal Astronomical Society, Vol. 389, Issue 3
The Physics of Galaxy Clustering. I. A Model for Subhalo Populations
journal, May 2005
- Zentner, Andrew R.; Berlind, Andreas A.; Bullock, James S.
- The Astrophysical Journal, Vol. 624, Issue 2
The Large-Scale bias of dark Matter Halos: Numerical Calibration and Model Tests
journal, November 2010
- Tinker, Jeremy L.; Robertson, Brant E.; Kravtsov, Andrey V.
- The Astrophysical Journal, Vol. 724, Issue 2
Large-scale background temperature and mass fluctuations due to scale-invariant primeval perturbations
journal, December 1982
- Peebles, P. J. E.
- The Astrophysical Journal, Vol. 263
MultiDark simulations: the story of dark matter halo concentrations and density profiles
journal, February 2016
- Klypin, Anatoly; Yepes, Gustavo; Gottlöber, Stefan
- Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 4
Introducing decorated HODs: modelling assembly bias in the galaxy–halo connection
journal, May 2016
- Hearin, Andrew P.; Zentner, Andrew R.; van den Bosch, Frank C.
- Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 3
Cosmological constraints from a combination of galaxy clustering and lensing – I. Theoretical framework
journal, February 2013
- van den Bosch, Frank C.; More, Surhud; Cacciato, Marcello
- Monthly Notices of the Royal Astronomical Society, Vol. 430, Issue 2
The Luminosity and Color Dependence of the Galaxy Correlation Function
journal, September 2005
- Zehavi, Idit; Zheng, Zheng; Weinberg, David H.
- The Astrophysical Journal, Vol. 630, Issue 1
Excursion set mass functions for hierarchical Gaussian fluctuations
journal, September 1991
- Bond, J. R.; Cole, S.; Efstathiou, G.
- The Astrophysical Journal, Vol. 379
Formation of Galaxies and Clusters of Galaxies by Self-Similar Gravitational Condensation
journal, February 1974
- Press, William H.; Schechter, Paul
- The Astrophysical Journal, Vol. 187
Rhapsody. i. Structural Properties and Formation History from a Statistical Sample of Re-Simulated Cluster-Size Halos
journal, January 2013
- Wu, Hao-Yi; Hahn, Oliver; Wechsler, Risa H.
- The Astrophysical Journal, Vol. 763, Issue 2
Environmental dependence in the ellipsoidal collapse model
journal, August 2008
- Desjacques, Vincent
- Monthly Notices of the Royal Astronomical Society, Vol. 388, Issue 2
Concentrations of Dark Halos from Their Assembly Histories
journal, March 2002
- Wechsler, Risa H.; Bullock, James S.; Primack, Joel R.
- The Astrophysical Journal, Vol. 568, Issue 1
On Detecting halo Assembly bias with Galaxy Populations
journal, March 2016
- Lin, Yen-Ting; Mandelbaum, Rachel; Huang, Yun-Hsin
- The Astrophysical Journal, Vol. 819, Issue 2
Halo occupation numbers and galaxy bias
journal, November 2000
- Peacock, J. A.; Smith, R. E.
- Monthly Notices of the Royal Astronomical Society, Vol. 318, Issue 4
Gravitationally Consistent halo Catalogs and Merger Trees for Precision Cosmology
journal, December 2012
- Behroozi, Peter S.; Wechsler, Risa H.; Wu, Hao-Yi
- The Astrophysical Journal, Vol. 763, Issue 1
The Rockstar Phase-Space Temporal halo Finder and the Velocity Offsets of Cluster Cores
journal, December 2012
- Behroozi, Peter S.; Wechsler, Risa H.; Wu, Hao-Yi
- The Astrophysical Journal, Vol. 762, Issue 2
A KiDS weak lensing analysis of assembly bias in GAMA galaxy groups
journal, March 2017
- Dvornik, Andrej; Cacciato, Marcello; Kuijken, Konrad
- Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 3
The Halo Occupation Distribution: Toward an Empirical Determination of the Relation between Galaxies and Mass
journal, August 2002
- Berlind, Andreas A.; Weinberg, David H.
- The Astrophysical Journal, Vol. 575, Issue 2
The Dependence of Halo Clustering on Halo Formation History, Concentration, and Occupation
journal, November 2006
- Wechsler, Risa H.; Zentner, Andrew R.; Bullock, James S.
- The Astrophysical Journal, Vol. 652, Issue 1
A Universal Angular Momentum Profile for Galactic Halos
journal, July 2001
- Bullock, J. S.; Dekel, A.; Kolatt, T. S.
- The Astrophysical Journal, Vol. 555, Issue 1
The distribution of ejected subhaloes and its implication for halo assembly bias
journal, July 2009
- Wang, Huiyuan; Mo, H. J.; Jing, Y. P.
- Monthly Notices of the Royal Astronomical Society, Vol. 396, Issue 4
Observational Evidence for an Age Dependence of Halo Bias
journal, January 2006
- Yang, Xiaohu; Mo, H. J.; van den Bosch, Frank C.
- The Astrophysical Journal, Vol. 638, Issue 2
Theoretical Models of the Halo Occupation Distribution: Separating Central and Satellite Galaxies
journal, November 2005
- Zheng, Zheng; Berlind, Andreas A.; Weinberg, David H.
- The Astrophysical Journal, Vol. 633, Issue 2
Origin of the Angular Momentum of Galaxies
journal, February 1969
- Peebles, P. J. E.
- The Astrophysical Journal, Vol. 155
Works referencing / citing this record:
Gravitational lensing detection of an extremely dense environment around a galaxy cluster
journal, July 2018
- Sereno, Mauro; Giocoli, Carlo; Izzo, Luca
- Nature Astronomy, Vol. 2, Issue 9
Cosmological reconstruction from galaxy light: neural network based light-matter connection
journal, October 2018
- Modi, Chirag; Feng, Yu; Seljak, Uroš
- Journal of Cosmology and Astroparticle Physics, Vol. 2018, Issue 10
Spatial clustering of dark matter haloes: secondary bias, neighbour bias, and the influence of massive neighbours on halo properties
journal, January 2018
- Salcedo, Andrés N.; Maller, Ariyeh H.; Berlind, Andreas A.
- Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 4
Halo histories versus galaxy properties at z = 0 – III. The properties of star-forming galaxies
journal, May 2018
- Tinker, Jeremy L.; Hahn, ChangHoon; Mao, Yao-Yuan
- Monthly Notices of the Royal Astronomical Society, Vol. 478, Issue 4
The impact of assembly bias on the halo occupation in hydrodynamical simulations
journal, August 2018
- Artale, M. Celeste; Zehavi, Idit; Contreras, Sergio
- Monthly Notices of the Royal Astronomical Society, Vol. 480, Issue 3
The multidimensional dependence of halo bias in the eye of a machine: a tale of halo structure, assembly, and environment
journal, October 2018
- Han, Jiaxin; Li, Yin; Jing, Yipeng
- Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 2
The evolution of assembly bias
journal, January 2019
- Contreras, S.; Zehavi, I.; Padilla, N.
- Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 1
Predictably missing satellites: subhalo abundances in Milky Way-like haloes
journal, April 2019
- Fielder, Catherine E.; Mao, Yao-Yuan; Newman, Jeffrey A.
- Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4
How to optimally constrain galaxy assembly bias: supplement projected correlation functions with count-in-cells statistics
journal, June 2019
- Wang, Kuan; Mao, Yao-Yuan; Zentner, Andrew R.
- Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 3
Cosmic web anisotropy is the primary indicator of halo assembly bias
journal, August 2019
- Ramakrishnan, Sujatha; Paranjape, Aseem; Hahn, Oliver
- Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 3
Revealing the galaxy–halo connection in IllustrisTNG
journal, September 2019
- Bose, Sownak; Eisenstein, Daniel J.; Hernquist, Lars
- Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 4
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
The effect of assembly bias on redshift-space distortions
journal, March 2019
- Padilla, N.; Contreras, S.; Zehavi, I.
- Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 1
The secondary spin bias of dark matter haloes
journal, April 2019
- Johnson, James W.; Maller, Ariyeh H.; Berlind, Andreas A.
- Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 1
Screened fifth forces in parity-breaking correlation functions
journal, September 2019
- Kodwani, Darsh; Desmond, Harry
- Physical Review D, Vol. 100, Issue 6
The Impact of Assembly Bias on the Galaxy Content of Dark Matter Halos
journal, January 2018
- Zehavi, Idit; Contreras, Sergio; Padilla, Nelson
- The Astrophysical Journal, Vol. 853, Issue 1
The Aemulus Project. I. Numerical Simulations for Precision Cosmology
journal, April 2019
- DeRose, Joseph; Wechsler, Risa H.; Tinker, Jeremy L.
- The Astrophysical Journal, Vol. 875, Issue 1
On the Assembly Bias of Cool Core Clusters Traced by H α Nebulae
journal, September 2019
- Medezinski, Elinor; McDonald, Michael; More, Surhud
- The Astrophysical Journal, Vol. 882, Issue 2
PRIMUS: Clustering of Star-forming and Quiescent Central Galaxies at 0.2 < z < 0.9
journal, October 2019
- Berti, Angela M.; Coil, Alison L.; Hearin, Andrew P.
- The Astrophysical Journal, Vol. 884, Issue 1
On the Prospect of Using the Maximum Circular Velocity of Halos to Encapsulate Assembly Bias in the Galaxy–Halo Connection
journal, December 2019
- Zehavi, Idit; Kerby, Stephen E.; Contreras, Sergio
- The Astrophysical Journal, Vol. 887, Issue 1
Core Cosmology Library: Precision Cosmological Predictions for LSST
journal, May 2019
- Chisari, Nora Elisa; Alonso, David; Krause, Elisabeth
- The Astrophysical Journal Supplement Series, Vol. 242, Issue 1
LOFAR Discovery of a Radio Halo in the High-redshift Galaxy Cluster PSZ2 G099.86+58.45
journal, August 2019
- Cassano, R.; Botteon, A.; Gennaro, G. Di
- The Astrophysical Journal, Vol. 881, Issue 1
Halo Histories vs. Galaxy Properties at z=0, III: The Properties of Star-Forming Galaxies
text, January 2017
- Tinker, Jeremy L.; Hahn, ChangHoon; Mao, Yao-Yuan
- arXiv
The Impact of Assembly Bias on the Galaxy Content of Dark Matter Halos
text, January 2017
- Zehavi, Idit; Contreras, Sergio; Padilla, Nelson
- arXiv
Spatial Clustering of Dark Matter Halos: Secondary Bias, Neighbor Bias, and the Influence of Massive Neighbors on Halo Properties
text, January 2017
- Salcedo, Andrés N.; Maller, Ariyeh H.; Berlind, Andreas A.
- arXiv
The multidimensional dependence of halo bias in the eye of a machine: a tale of halo structure, assembly and environment
text, January 2018
- Han, Jiaxin; Li, Yin; Jing, Yipeng
- arXiv
The impact of assembly bias on the halo occupation in hydrodynamical simulations
text, January 2018
- Artale, M. Celeste; Zehavi, Idit; Contreras, Sergio
- arXiv
Gravitational lensing detection of an extremely dense environment around a galaxy cluster
preprint, January 2018
- Sereno, Mauro; Giocoli, Carlo; Izzo, Luca
- arXiv
The Evolution of Assembly Bias
text, January 2018
- Contreras, Sergio; Zehavi, Idit; Padilla, Nelson
- arXiv
The Effect of Assembly Bias on Redshift Space Distortions
text, January 2018
- Padilla, Nelson; Contreras, Sergio; Zehavi, Idit
- arXiv
The Secondary Spin Bias of Dark Matter Haloes
text, January 2018
- Johnson, James W.; Maller, Ariyeh H.; Berlind, Andreas A.
- arXiv
Screened fifth forces in parity-breaking correlation functions
text, January 2019
- Kodwani, Darsh; Desmond, Harry
- arXiv
Revealing the galaxy-halo connection in IllustrisTNG
text, January 2019
- Bose, Sownak; Eisenstein, Daniel J.; Hernquist, Lars
- arXiv
On the prospect of using the maximum circular velocity of halos to encapsulate assembly bias in the galaxy-halo connection
text, January 2019
- Zehavi, Idit; Kerby, Stephen E.; Contreras, Sergio
- arXiv
LOFAR discovery of a radio halo in the high-redshift galaxy cluster PSZ2 G099.86+58.45
text, January 2019
- Cassano, R.; Botteon, A.; Di Gennaro, G.
- arXiv
Gravitational lensing detection of an extremely dense environment around a galaxy cluster
preprint, January 2018
- Sereno, Mauro; Giocoli, Carlo; Izzo, Luca
- arXiv