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

Huang, Song; Leauthaud, Alexie; Hearin, Andrew; Behroozi, Peter; Bradshaw, Christopher; Ardila, Felipe; Speagle, Joshua; Tenneti, Ananth; Bundy, Kevin; Greene, Jenny; Sifón, Cristóbal; Bahcall, Neta

doi:10.1093/mnras/stz3314

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

Journal Article · Thu Dec 05 00:00:00 EST 2019 · Monthly Notices of the Royal Astronomical Society

DOI:https://doi.org/10.1093/mnras/stz3314· OSTI ID:1633084

^[1]; ^[2]; Hearin, Andrew ^[3]; ^[4]; Bradshaw, Christopher ^[2]; ^[2]; ^[5]; ^[6]; Bundy, Kevin ^[2]; Greene, Jenny ^[7]; ^[8]; Bahcall, Neta ^[7]

Univ. of California, Santa Cruz, CA (United States); Univ. of Tokyo (Japan); Princeton Univ., NJ (United States)
Univ. of California, Santa Cruz, CA (United States)
Argonne National Lab. (ANL), Argonne, IL (United States)
Univ. of Arizona, Tucson, AZ (United States)
Harvard Univ., Cambridge, MA (United States)
Carnegie Mellon Univ., Pittsburgh, PA (United States)
Princeton Univ., NJ (United States)
Pontificia Univ. Católica de Valparaíso (Chile)

Using deep images from the Hyper Suprime-Cam (HSC) survey and taking advantage of its unprecedented weak lensing capabilities, we reveal here a remarkably tight connection between the stellar mass distribution of massive central galaxies and their host dark matter halo mass. Massive galaxies with more extended stellar mass distributions tend to live in more massive dark matter haloes. We explain this connection with a phenomenological model that assumes, (1) a tight relation between the halo mass and the total stellar content in the halo, (2) that the fraction of in situ and ex situ mass at r <10 kpc depends on halo mass. This model provides an excellent description of the stellar mass functions (SMFs) of total stellar mass ($$M_{\star }^{\mathrm{max}}$$) and stellar mass within inner 10 kpc ($$M_{\star }^{10}$$) and also reproduces the HSC weak lensing signals of massive galaxies with different stellar mass distributions. The best-fitting model shows that halo mass varies significantly at fixed total stellar mass (as much as 0.4 dex) with a clear dependence on $$M_{\star }^{10}$$. Our two-parameter $$M_{\star }^{\mathrm{max}}$$–$$M_{\star }^{10}$$ description provides a more accurate picture of the galaxy–halo connection at the high-mass end than the simple stellar–halo mass relation (SHMR) and opens a new window to connect the assembly history of haloes with those of central galaxies. The model also predicts that the ex situ component dominates the mass profiles of galaxies at r < 10 kpc for log $$M_{\star}$$ ≥ 11.7. The code used for this paper is available online https://github.com/dr-guangtou/asap

View Accepted Manuscript (DOE)

Research Organization:: Argonne National Laboratory (ANL), Argonne, IL (United States)

Sponsoring Organization:: Alfred P. Sloan Foundation; David and Lucile Packard Foundation; Kavli Institute for Theoretical Physics; National Aeronautics and Space Administration (NASA); National Science Foundation (NSF)

Grant/Contract Number:: AC02-06CH11357

OSTI ID:: 1633084

Journal Information:: Monthly Notices of the Royal Astronomical Society, Journal Name: Monthly Notices of the Royal Astronomical Society Journal Issue: 3 Vol. 492; ISSN 0035-8711

Publisher:: Royal Astronomical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

References (221)

The onset of star formation 250 million years after the Big Bang Hashimoto, Takuya; Laporte, Nicolas; Mawatari, Ken Nature, Vol. 557, Issue 7705 https://doi.org/10.1038/s41586-018-0117-z	journal	May 2018
CASSPER is a semantic segmentation-based particle picking algorithm for single-particle cryo-electron microscopy George, Blesson; Assaiya, Anshul; Roy, Robin J. Communications Biology, Vol. 4, Issue 1 https://doi.org/10.1038/s42003-021-01721-1	journal	February 2021
Shear calibration biases in weak-lensing surveys Hirata, Christopher; Seljak, Uroš Monthly Notices of the Royal Astronomical Society, Vol. 343, Issue 2 https://doi.org/10.1046/j.1365-8711.2003.06683.x	journal	August 2003
Comparison of an X-ray-selected sample of massive lensing clusters with the MareNostrum Universe ΛCDM simulation Meneghetti, M.; Fedeli, C.; Zitrin, A. Astronomy & Astrophysics, Vol. 530 https://doi.org/10.1051/0004-6361/201016040	journal	April 2011
Constraints on the shapes of galaxy dark matter haloes from weak gravitational lensing van Uitert, E.; Hoekstra, H.; Schrabback, T. Astronomy & Astrophysics, Vol. 545 https://doi.org/10.1051/0004-6361/201219295	journal	September 2012
Astropy: A community Python package for astronomy Robitaille, Thomas P.; Tollerud, Erik J.; Greenfield, Perry Astronomy & Astrophysics, Vol. 558 https://doi.org/10.1051/0004-6361/201322068	journal	September 2013
A census of stellar mass in ten massive haloes at z ~ 1 from the GCLASS Survey van der Burg, R. F. J.; Muzzin, A.; Hoekstra, H. Astronomy & Astrophysics, Vol. 561 https://doi.org/10.1051/0004-6361/201322771	journal	January 2014
The 400d Galaxy Cluster Survey weak lensing programme: III. Evidence for consistent WL and X-ray masses at Israel, Holger; Reiprich, Thomas H.; Erben, Thomas Astronomy & Astrophysics, Vol. 564 https://doi.org/10.1051/0004-6361/201322870	journal	April 2014
The outer regions of the giant Virgo galaxy M 87 Kinematic separation of stellar halo and intracluster light Longobardi, Alessia; Arnaboldi, Magda; Gerhard, Ortwin Astronomy & Astrophysics, Vol. 579 https://doi.org/10.1051/0004-6361/201525773	journal	July 2015
The XXL Survey: X. K -band luminosity – weak-lensing mass relation for groups and clusters of galaxies⋆ Ziparo, F.; Smith, G. P.; Mulroy, S. L. Astronomy & Astrophysics, Vol. 592 https://doi.org/10.1051/0004-6361/201526792	journal	June 2016
Hyper Suprime-Cam view of the CMASS galaxy sample: Halo mass as a function of stellar mass, size, and Sérsic index Sonnenfeld, Alessandro; Wang, Wenting; Bahcall, Neta Astronomy & Astrophysics, Vol. 622 https://doi.org/10.1051/0004-6361/201834260	journal	January 2019
Dry minor mergers and size evolution of high-z compact massive early-type galaxies Oogi, Taira; Habe, Asao FIRST STARS IV – FROM HAYASHI TO THE FUTURE –, AIP Conference Proceedings https://doi.org/10.1063/1.4754402	conference	January 2012
Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting Cleveland, William S.; Devlin, Susan J. Journal of the American Statistical Association, Vol. 83, Issue 403 https://doi.org/10.1080/01621459.1988.10478639	journal	September 1988
Secondary standard stars for absolute spectrophotometry Oke, J. B.; Gunn, J. E. The Astrophysical Journal, Vol. 266 https://doi.org/10.1086/160817	journal	March 1983
Formation and evolution of X-ray clusters - A hydrodynamic simulation of the intracluster medium Evrard, August E. The Astrophysical Journal, Vol. 363 https://doi.org/10.1086/169350	journal	November 1990
Galaxy formation through hierarchical clustering White, Simon D. M.; Frenk, Carlos S. The Astrophysical Journal, Vol. 379 https://doi.org/10.1086/170483	journal	September 1991
Statistical Properties of X‐Ray Clusters: Analytic and Numerical Comparisons Bryan, Greg L.; Norman, Michael L. The Astrophysical Journal, Vol. 495, Issue 1 https://doi.org/10.1086/305262	journal	March 1998
Determination of the Dark Matter Profile of A2199 from Integrated Starlight Kelson, Daniel D.; Zabludoff, Ann I.; Williams, K. A. The Astrophysical Journal, Vol. 576, Issue 2 https://doi.org/10.1086/341891	journal	September 2002
Galactic Stellar and Substellar Initial Mass Function Chabrier, Gilles Publications of the Astronomical Society of the Pacific, Vol. 115, Issue 809 https://doi.org/10.1086/376392	journal	July 2003
K ‐band Properties of Galaxy Clusters and Groups: Brightest Cluster Galaxies and Intracluster Light Lin, Yen‐Ting; Mohr, Joseph J. The Astrophysical Journal, Vol. 617, Issue 2 https://doi.org/10.1086/425412	journal	December 2004
Effects of Galaxy Formation on Thermodynamics of the Intracluster Medium Nagai, Daisuke; Kravtsov, Andrey V.; Vikhlinin, Alexey The Astrophysical Journal, Vol. 668, Issue 1 https://doi.org/10.1086/521328	journal	October 2007
A Cosmological Framework for the Co‐evolution of Quasars, Supermassive Black Holes, and Elliptical Galaxies. II. Formation of Red Ellipticals Hopkins, Philip F.; Cox, Thomas J.; Kereš, Dušan The Astrophysical Journal Supplement Series, Vol. 175, Issue 2 https://doi.org/10.1086/524363	journal	April 2008
Confirmation of the Remarkable Compactness of Massive Quiescent Galaxies at z ~ 2.3: Early-Type Galaxies Did not Form in a Simple Monolithic Collapse van Dokkum, Pieter G.; Franx, Marijn; Kriek, Mariska The Astrophysical Journal, Vol. 677, Issue 1 https://doi.org/10.1086/587874	journal	March 2008
`emcee` : The MCMC Hammer Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925 https://doi.org/10.1086/670067	journal	March 2013
The Baryon Oscillation Spectroscopic Survey of Sdss-Iii Dawson, Kyle S.; Schlegel, David J.; Ahn, Christopher P. The Astronomical Journal, Vol. 145, Issue 1 https://doi.org/10.1088/0004-6256/145/1/10	journal	December 2012
CHANDRA CLUSTER COSMOLOGY PROJECT. II. SAMPLES AND X-RAY DATA REDUCTION Vikhlinin, A.; Burenin, R. A.; Ebeling, H. The Astrophysical Journal, Vol. 692, Issue 2 https://doi.org/10.1088/0004-637X/692/2/1033	journal	February 2009
RED NUGGETS AT z ∼ 1.5: COMPACT PASSIVE GALAXIES AND THE FORMATION OF THE KORMENDY RELATION Damjanov, Ivana; McCarthy, Patrick J.; Abraham, Roberto G. The Astrophysical Journal, Vol. 695, Issue 1 https://doi.org/10.1088/0004-637X/695/1/101	journal	March 2009
Gravitational Heating Helps make Massive Galaxies red and dead Johansson, Peter H.; Naab, Thorsten; Ostriker, Jeremiah P. The Astrophysical Journal, Vol. 697, Issue 1 https://doi.org/10.1088/0004-637X/697/1/L38	journal	April 2009
The Relation Between Compact, Quiescent High-Redshift Galaxies and Massive Nearby Elliptical Galaxies: Evidence for Hierarchical, Inside-Out Growth Bezanson, Rachel; van Dokkum, Pieter G.; Tal, Tomer The Astrophysical Journal, Vol. 697, Issue 2 https://doi.org/10.1088/0004-637X/697/2/1290	journal	May 2009
The halo Merger rate in the Millennium Simulation and Implications for Observed Galaxy Merger Fractions Genel, Shy; Genzel, Reinhard; Bouché, Nicolas The Astrophysical Journal, Vol. 701, Issue 2 https://doi.org/10.1088/0004-637X/701/2/2002	journal	August 2009
Stellar and Total Baryon mass Fractions in Groups and Clusters Since Redshift 1 Giodini, S.; Pierini, D.; Finoguenov, A. The Astrophysical Journal, Vol. 703, Issue 1 https://doi.org/10.1088/0004-637X/703/1/982	journal	September 2009
The Propagation of Uncertainties in Stellar Population Synthesis Modeling. iii. Model Calibration, Comparison, and Evaluation Conroy, Charlie; Gunn, James E. The Astrophysical Journal, Vol. 712, Issue 2 https://doi.org/10.1088/0004-637X/712/2/833	journal	March 2010
The two Phases of Galaxy Formation Oser, Ludwig; Ostriker, Jeremiah P.; Naab, Thorsten The Astrophysical Journal, Vol. 725, Issue 2 https://doi.org/10.1088/0004-637X/725/2/2312	journal	December 2010
Measuring Reddening with Sloan Digital sky Survey Stellar Spectra and Recalibrating sfd Schlafly, Edward F.; Finkbeiner, Douglas P. The Astrophysical Journal, Vol. 737, Issue 2 https://doi.org/10.1088/0004-637X/737/2/103	journal	August 2011
On the Accuracy of Weak-Lensing Cluster mass Reconstructions Becker, Matthew R.; Kravtsov, Andrey V. The Astrophysical Journal, Vol. 740, Issue 1 https://doi.org/10.1088/0004-637X/740/1/25	journal	September 2011
The Cosmological size and Velocity Dispersion Evolution of Massive Early-Type Galaxies Oser, Ludwig; Naab, Thorsten; Ostriker, Jeremiah P. The Astrophysical Journal, Vol. 744, Issue 1 https://doi.org/10.1088/0004-637X/744/1/63	journal	December 2011
NEW CONSTRAINTS ON THE EVOLUTION OF THE STELLAR-TO-DARK MATTER CONNECTION: A COMBINED ANALYSIS OF GALAXY-GALAXY LENSING, CLUSTERING, AND STELLAR MASS FUNCTIONS FROM z = 0.2 to z = 1 Leauthaud, Alexie; Tinker, Jeremy; Bundy, Kevin The Astrophysical Journal, Vol. 744, Issue 2 https://doi.org/10.1088/0004-637X/744/2/159	journal	December 2011
The Integrated Stellar Content of dark Matter Halos Leauthaud, Alexie; George, Matthew R.; Behroozi, Peter S. The Astrophysical Journal, Vol. 746, Issue 1 https://doi.org/10.1088/0004-637X/746/1/95	journal	January 2012
ON THE CLUSTER PHYSICS OF SUNYAEV-ZEL'DOVICH AND X-RAY SURVEYS. I. THE INFLUENCE OF FEEDBACK, NON-THERMAL PRESSURE, AND CLUSTER SHAPES ON Y - M SCALING RELATIONS Battaglia, N.; Bond, J. R.; Pfrommer, C. The Astrophysical Journal, Vol. 758, Issue 2 https://doi.org/10.1088/0004-637X/758/2/74	journal	September 2012
The Rockstar Phase-Space Temporal halo Finder and the Velocity Offsets of Cluster Cores Behroozi, Peter S.; Wechsler, Risa H.; Wu, Hao-Yi The Astrophysical Journal, Vol. 762, Issue 2 https://doi.org/10.1088/0004-637X/762/2/109	journal	December 2012
HST /WFC3 CONFIRMATION OF THE INSIDE-OUT GROWTH OF MASSIVE GALAXIES AT 0 < z < 2 AND IDENTIFICATION OF THEIR STAR-FORMING PROGENITORS AT z ∼ 3 Patel, Shannon G.; van Dokkum, Pieter G.; Franx, Marijn The Astrophysical Journal, Vol. 766, Issue 1 https://doi.org/10.1088/0004-637X/766/1/15	journal	March 2013
The Pseudo-Evolution of halo mass Diemer, Benedikt; More, Surhud; Kravtsov, Andrey V. The Astrophysical Journal, Vol. 766, Issue 1 https://doi.org/10.1088/0004-637X/766/1/25	journal	March 2013
PRIMUS: CONSTRAINTS ON STAR FORMATION QUENCHING AND GALAXY MERGING, AND THE EVOLUTION OF THE STELLAR MASS FUNCTION FROM z = 0-1 Moustakas, John; Coil, Alison L.; Aird, James The Astrophysical Journal, Vol. 767, Issue 1 https://doi.org/10.1088/0004-637X/767/1/50	journal	March 2013
THE AVERAGE STAR FORMATION HISTORIES OF GALAXIES IN DARK MATTER HALOS FROM z = 0-8 Behroozi, Peter S.; Wechsler, Risa H.; Conroy, Charlie The Astrophysical Journal, Vol. 770, Issue 1 https://doi.org/10.1088/0004-637X/770/1/57	journal	May 2013
The Connection Between Galaxies and dark Matter Structures in the Local Universe Reddick, Rachel M.; Wechsler, Risa H.; Tinker, Jeremy L. The Astrophysical Journal, Vol. 771, Issue 1 https://doi.org/10.1088/0004-637X/771/1/30	journal	June 2013
THE EVOLUTION OF THE STELLAR MASS FUNCTIONS OF STAR-FORMING AND QUIESCENT GALAXIES TO z = 4 FROM THE COSMOS/UltraVISTA SURVEY Muzzin, Adam; Marchesini, Danilo; Stefanon, Mauro The Astrophysical Journal, Vol. 777, Issue 1 https://doi.org/10.1088/0004-637X/777/1/18	journal	October 2013
TRACING THE MASS GROWTH AND STAR FORMATION RATE EVOLUTION OF MASSIVE GALAXIES FROM Z ∼ 6 TO Z ∼ 1 IN THE HUBBLE ULTRA-DEEP FIELD Lundgren, Britt F.; van Dokkum, Pieter; Franx, Marijn The Astrophysical Journal, Vol. 780, Issue 1 https://doi.org/10.1088/0004-637X/780/1/34	journal	December 2013
Submillimeter Galaxies as Progenitors of Compact Quiescent Galaxies Toft, S.; Smolčić, V.; Magnelli, B. The Astrophysical Journal, Vol. 782, Issue 2 https://doi.org/10.1088/0004-637X/782/2/68	journal	January 2014
redMaPPer II: X-RAY AND SZ PERFORMANCE BENCHMARKS FOR THE SDSS CATALOG Rykoff, E. Rozo and E. S. The Astrophysical Journal, Vol. 783, Issue 2 https://doi.org/10.1088/0004-637X/783/2/80	journal	February 2014
redMaPPer. I. ALGORITHM AND SDSS DR8 CATALOG Rykoff, E. S.; Rozo, E.; Busha, M. T. The Astrophysical Journal, Vol. 785, Issue 2 https://doi.org/10.1088/0004-637X/785/2/104	journal	April 2014
3D-HST+CANDELS: THE EVOLUTION OF THE GALAXY SIZE-MASS DISTRIBUTION SINCE z = 3 van der Wel, A.; Franx, M.; van Dokkum, P. G. The Astrophysical Journal, Vol. 788, Issue 1 https://doi.org/10.1088/0004-637X/788/1/28	journal	May 2014
Hydrodynamic Simulation of Non-Thermal Pressure Profiles of Galaxy Clusters Nelson, Kaylea; Lau, Erwin T.; Nagai, Daisuke The Astrophysical Journal, Vol. 792, Issue 1 https://doi.org/10.1088/0004-637X/792/1/25	journal	August 2014
Clash-X: a Comparison of Lensing and X-Ray Techniques for Measuring the mass Profiles of Galaxy Clusters Donahue, Megan; Voit, G. Mark; Mahdavi, Andisheh The Astrophysical Journal, Vol. 794, Issue 2 https://doi.org/10.1088/0004-637X/794/2/136	journal	October 2014
Clash: Weak-Lensing Shear-And-Magnification Analysis of 20 Galaxy Clusters Umetsu, Keiichi; Medezinski, Elinor; Nonino, Mario The Astrophysical Journal, Vol. 795, Issue 2 https://doi.org/10.1088/0004-637X/795/2/163	journal	October 2014
A Universal Model for halo Concentrations Diemer, Benedikt; Kravtsov, Andrey V. The Astrophysical Journal, Vol. 799, Issue 1 https://doi.org/10.1088/0004-637X/799/1/108	journal	January 2015
Preventing star Formation in Early-Type Galaxies with Late-Time Stellar Heating Conroy, Charlie; Dokkum, Pieter G. van; Kravtsov, Andrey The Astrophysical Journal, Vol. 803, Issue 2 https://doi.org/10.1088/0004-637X/803/2/77	journal	April 2015
STRUCTURE AND FORMATION OF cD GALAXIES: NGC 6166 IN ABELL 2199 Bender, Ralf; Kormendy, John; Cornell, Mark E. The Astrophysical Journal, Vol. 807, Issue 1 https://doi.org/10.1088/0004-637X/807/1/56	journal	June 2015
Forming Compact Massive Galaxies van Dokkum, Pieter G.; Nelson, Erica June; Franx, Marijn The Astrophysical Journal, Vol. 813, Issue 1 https://doi.org/10.1088/0004-637X/813/1/23	journal	October 2015
Bayesian inference in physics: case studies Dose, V. Reports on Progress in Physics, Vol. 66, Issue 9 https://doi.org/10.1088/0034-4885/66/9/202	journal	August 2003
The Seventh data Release of the Sloan Digital sky Survey Abazajian, Kevork N.; Adelman-McCarthy, Jennifer K.; Agüeros, Marcel A. The Astrophysical Journal Supplement Series, Vol. 182, Issue 2 https://doi.org/10.1088/0067-0049/182/2/543	journal	May 2009
The Eighth data Release of the Sloan Digital sky Survey: First data from Sdss-Iii Aihara, Hiroaki; Allende Prieto, Carlos; An, Deokkeun The Astrophysical Journal Supplement Series, Vol. 193, Issue 2 https://doi.org/10.1088/0067-0049/193/2/29	journal	March 2011
The Cluster Lensing and Supernova Survey with Hubble: an Overview Postman, Marc; Coe, Dan; Benítez, Narciso The Astrophysical Journal Supplement Series, Vol. 199, Issue 2 https://doi.org/10.1088/0067-0049/199/2/25	journal	March 2012
The Eleventh and Twelfth data Releases of the Sloan Digital sky Survey: Final data from Sdss-Iii Alam, Shadab; Albareti, Franco D.; Prieto, Carlos Allende The Astrophysical Journal Supplement Series, Vol. 219, Issue 1 https://doi.org/10.1088/0067-0049/219/1/12	journal	July 2015
BARYON CONTENT OF MASSIVE GALAXY CLUSTERS AT z = 0-0.6 Lin, Yen-Ting; Stanford, S. Adam; Eisenhardt, Peter R. M. The Astrophysical Journal, Vol. 745, Issue 1 https://doi.org/10.1088/2041-8205/745/1/L3	journal	December 2011
The Size-Virial Radius Relation of Galaxies Kravtsov, Andrey V. The Astrophysical Journal, Vol. 764, Issue 2 https://doi.org/10.1088/2041-8205/764/2/L31	journal	February 2013
Fossil Evidence for the Two-Phase Formation of Elliptical Galaxies Huang, Song; Ho, Luis C.; Peng, Chien Y. The Astrophysical Journal, Vol. 768, Issue 2 https://doi.org/10.1088/2041-8205/768/2/L28	journal	April 2013
Ngc 1277: a Massive Compact Relic Galaxy in the Nearby Universe Trujillo, Ignacio; Ferré-Mateu, Anna; Balcells, Marc The Astrophysical Journal, Vol. 780, Issue 2 https://doi.org/10.1088/2041-8205/780/2/L20	journal	December 2013
THE STELLAR MASS–HALO MASS RELATION FOR LOW-MASS X-RAY GROUPS AT 0.5< z < 1 IN THE CDFS WITH CSI Patel, Shannon G.; Kelson, Daniel D.; Williams, Rik J. The Astrophysical Journal, Vol. 799, Issue 2 https://doi.org/10.1088/2041-8205/799/2/L17	journal	January 2015
Dry minor mergers and size evolution of high-z compact massive early-type galaxies Oogi, Taira; Habe, Asao Monthly Notices of the Royal Astronomical Society, Vol. 428, Issue 1 https://doi.org/10.1093/mnras/sts047	journal	October 2012
How do minor mergers promote inside-out growth of ellipticals, transforming the size, density profile and dark matter fraction? Hilz, Michael; Naab, Thorsten; Ostriker, J. P. Monthly Notices of the Royal Astronomical Society, Vol. 429, Issue 4 https://doi.org/10.1093/mnras/sts501	journal	January 2013
Galactic accretion and the outer structure of galaxies in the CDM model Cooper, Andrew P.; D'Souza, Richard; Kauffmann, Guinevere Monthly Notices of the Royal Astronomical Society, Vol. 434, Issue 4 https://doi.org/10.1093/mnras/stt1245	journal	August 2013
The massive end of the luminosity and stellar mass functions: dependence on the fit to the light profile Bernardi, M.; Meert, A.; Sheth, R. K. Monthly Notices of the Royal Astronomical Society, Vol. 436, Issue 1 https://doi.org/10.1093/mnras/stt1607	journal	September 2013
Weighing the Giants – I. Weak-lensing masses for 51 massive galaxy clusters: project overview, data analysis methods and cluster images von der Linden, Anja; Allen, Mark T.; Applegate, Douglas E. Monthly Notices of the Royal Astronomical Society, Vol. 439, Issue 1 https://doi.org/10.1093/mnras/stt1945	journal	February 2014
The similarity of the stellar mass fractions of galaxy groups and clusters Budzynski, J. M.; Koposov, S. E.; McCarthy, I. G. Monthly Notices of the Royal Astronomical Society, Vol. 437, Issue 2 https://doi.org/10.1093/mnras/stt1965	journal	November 2013
The ATLAS3D project – XX. Mass–size and mass–σ distributions of early-type galaxies: bulge fraction drives kinematics, mass-to-light ratio, molecular gas fraction and stellar initial mass function Cappellari, Michele; McDermid, Richard M.; Alatalo, Katherine Monthly Notices of the Royal Astronomical Society, Vol. 432, Issue 3 https://doi.org/10.1093/mnras/stt644	journal	May 2013
Detection of galaxy assembly bias Wang, Lan; Weinmann, Simone M.; De Lucia, Gabriella Monthly Notices of the Royal Astronomical Society, Vol. 433, Issue 1 https://doi.org/10.1093/mnras/stt743	journal	May 2013
Systematic effects on the size–luminosity relations of early- and late-type galaxies: dependence on model fitting and morphology Bernardi, M.; Meert, A.; Vikram, V. Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 1 https://doi.org/10.1093/mnras/stu1106	journal	July 2014
Galaxy assembly bias: a significant source of systematic error in the galaxy–halo relationship Zentner, Andrew R.; Hearin, Andrew P.; van den Bosch, Frank C. Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 4 https://doi.org/10.1093/mnras/stu1383	journal	August 2014
Introducing the Illustris Project: simulating the coevolution of dark and visible matter in the Universe Vogelsberger, Mark; Genel, Shy; Springel, Volker Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 2 https://doi.org/10.1093/mnras/stu1536	journal	August 2014
Building a predictive model of galaxy formation – I. Phenomenological model constrained to the z = 0 stellar mass function Benson, Andrew J. Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 3 https://doi.org/10.1093/mnras/stu1630	journal	September 2014
Introducing the Illustris project: the evolution of galaxy populations across cosmic time Genel, Shy; Vogelsberger, Mark; Springel, Volker Monthly Notices of the Royal Astronomical Society, Vol. 445, Issue 1 https://doi.org/10.1093/mnras/stu1654	journal	September 2014
Minor versus major mergers: the stellar mass growth of massive galaxies from z = 3 using number density selection techniques Ownsworth, Jamie R.; Conselice, Christopher J.; Mortlock, Alice Monthly Notices of the Royal Astronomical Society, Vol. 445, Issue 3 https://doi.org/10.1093/mnras/stu1802	journal	October 2014
The EAGLE project: simulating the evolution and assembly of galaxies and their environments Schaye, Joop; Crain, Robert A.; Bower, Richard G. Monthly Notices of the Royal Astronomical Society, Vol. 446, Issue 1 https://doi.org/10.1093/mnras/stu2058	journal	November 2014
Weak lensing analysis of SZ-selected clusters of galaxies from the SPT and Planck surveys Gruen, D.; Seitz, S.; Brimioulle, F. Monthly Notices of the Royal Astronomical Society, Vol. 442, Issue 2 https://doi.org/10.1093/mnras/stu949	journal	June 2014
Galaxy And Mass Assembly (GAMA): end of survey report and data release 2 Liske, J.; Baldry, I. K.; Driver, S. P. Monthly Notices of the Royal Astronomical Society, Vol. 452, Issue 2 https://doi.org/10.1093/mnras/stv1436	journal	July 2015
On the uncertainties of stellar mass estimates via colour measurements Roediger, Joel C.; Courteau, Stéphane Monthly Notices of the Royal Astronomical Society, Vol. 452, Issue 3 https://doi.org/10.1093/mnras/stv1499	journal	July 2015
Galaxy shapes and alignments in the MassiveBlack-II hydrodynamic and dark matter-only simulations Tenneti, Ananth; Mandelbaum, Rachel; Di Matteo, Tiziana Monthly Notices of the Royal Astronomical Society, Vol. 453, Issue 1 https://doi.org/10.1093/mnras/stv1625	journal	August 2015
Star formation in semi-analytic galaxy formation models with multiphase gas Somerville, Rachel S.; Popping, Gergö; Trager, Scott C. Monthly Notices of the Royal Astronomical Society, Vol. 453, Issue 4 https://doi.org/10.1093/mnras/stv1877	journal	September 2015
Mapping stellar content to dark matter haloes using galaxy clustering and galaxy–galaxy lensing in the SDSS DR7 Zu, Ying; Mandelbaum, Rachel Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 2 https://doi.org/10.1093/mnras/stv2062	journal	October 2015
The diverse evolutionary paths of simulated high- z massive, compact galaxies to z = 0 Wellons, Sarah; Torrey, Paul; Ma, Chung-Pei Monthly Notices of the Royal Astronomical Society, Vol. 456, Issue 1 https://doi.org/10.1093/mnras/stv2738	journal	December 2015
The galaxy–halo connection from a joint lensing, clustering and abundance analysis in the CFHTLenS/VIPERS field Coupon, J.; Arnouts, S.; van Waerbeke, L. Monthly Notices of the Royal Astronomical Society, Vol. 449, Issue 2 https://doi.org/10.1093/mnras/stv276	journal	March 2015
The MassiveBlack-II simulation: the evolution of haloes and galaxies to z ∼ 0 Khandai, Nishikanta; Di Matteo, Tiziana; Croft, Rupert Monthly Notices of the Royal Astronomical Society, Vol. 450, Issue 2 https://doi.org/10.1093/mnras/stv627	journal	April 2015
Galaxy formation in the Planck cosmology – I. Matching the observed evolution of star formation rates, colours and stellar masses Henriques, Bruno M. B.; White, Simon D. M.; Thomas, Peter A. Monthly Notices of the Royal Astronomical Society, Vol. 451, Issue 3 https://doi.org/10.1093/mnras/stv705	journal	June 2015
The EAGLE simulations of galaxy formation: calibration of subgrid physics and model variations Crain, Robert A.; Schaye, Joop; Bower, Richard G. Monthly Notices of the Royal Astronomical Society, Vol. 450, Issue 2 https://doi.org/10.1093/mnras/stv725	journal	April 2015
Cosmology and astrophysics from relaxed galaxy clusters – IV. Robustly calibrating hydrostatic masses with weak lensing Applegate, D. E.; Mantz, A.; Allen, S. W. Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 2 https://doi.org/10.1093/mnras/stw005	journal	February 2016
Massive relic galaxies prefer dense environments Peralta de Arriba, Luis; Quilis, Vicent; Trujillo, Ignacio Monthly Notices of the Royal Astronomical Society, Vol. 461, Issue 1 https://doi.org/10.1093/mnras/stw1240	journal	May 2016
LoCuSS: weak-lensing mass calibration of galaxy clusters Okabe, Nobuhiro; Smith, Graham P. Monthly Notices of the Royal Astronomical Society, Vol. 461, Issue 4 https://doi.org/10.1093/mnras/stw1539	journal	June 2016
Mapping stellar content to dark matter haloes – II. Halo mass is the main driver of galaxy quenching Zu, Ying; Mandelbaum, Rachel Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 4 https://doi.org/10.1093/mnras/stw221	journal	January 2016
A chronicle of galaxy mass assembly in the EAGLE simulation Qu, Yan; Helly, John C.; Bower, Richard G. Monthly Notices of the Royal Astronomical Society, Vol. 464, Issue 2 https://doi.org/10.1093/mnras/stw2437	journal	September 2016
Galaxy–galaxy lensing in the Dark Energy Survey Science Verification data Clampitt, J.; Sánchez, C.; Kwan, J. Monthly Notices of the Royal Astronomical Society, Vol. 465, Issue 4 https://doi.org/10.1093/mnras/stw2988	journal	November 2016
Weak lensing calibration of mass bias in the REFLEX+BCS X-ray galaxy cluster catalogue Simet, Melanie; Battaglia, Nicholas; Mandelbaum, Rachel Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 3 https://doi.org/10.1093/mnras/stw3322	journal	December 2016
The stellar mass assembly of galaxies in the Illustris simulation: growth by mergers and the spatial distribution of accreted stars Rodriguez-Gomez, Vicente; Pillepich, Annalisa; Sales, Laura V. Monthly Notices of the Royal Astronomical Society, Vol. 458, Issue 3 https://doi.org/10.1093/mnras/stw456	journal	February 2016
The stellar-to-halo mass relation of GAMA galaxies from 100 deg ² of KiDS weak lensing data van Uitert, Edo; Cacciato, Marcello; Hoekstra, Henk Monthly Notices of the Royal Astronomical Society, Vol. 459, Issue 3 https://doi.org/10.1093/mnras/stw747	journal	April 2016
Rhapsody-G simulations I: the cool cores, hot gas and stellar content of massive galaxy clusters Hahn, Oliver; Martizzi, Davide; Wu, Hao-Yi Monthly Notices of the Royal Astronomical Society https://doi.org/10.1093/mnras/stx001	journal	January 2017
Constraining the galaxy–halo connection over the last 13.3 Gyr: star formation histories, galaxy mergers and structural properties Rodríguez-Puebla, Aldo; Primack, Joel R.; Avila-Reese, Vladimir Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 1 https://doi.org/10.1093/mnras/stx1172	journal	May 2017
The Hydrangea simulations: galaxy formation in and around massive clusters Bahé, Yannick M.; Barnes, David J.; Dalla Vecchia, Claudio Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 4 https://doi.org/10.1093/mnras/stx1403	journal	June 2017
Robust covariance estimation of galaxy–galaxy weak lensing: validation and limitation of jackknife covariance Shirasaki, Masato; Takada, Masahiro; Miyatake, Hironao Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 3 https://doi.org/10.1093/mnras/stx1477	journal	June 2017
Two new confirmed massive relic galaxies: red nuggets in the present-day Universe Ferré-Mateu, Anna; Trujillo, Ignacio; Martín-Navarro, Ignacio Monthly Notices of the Royal Astronomical Society https://doi.org/10.1093/mnras/stx171	journal	January 2017
The high mass end of the stellar mass function: Dependence on stellar population models and agreement between fits to the light profile Bernardi, M.; Meert, A.; Sheth, R. K. Monthly Notices of the Royal Astronomical Society https://doi.org/10.1093/mnras/stx176	journal	January 2017
Galaxy–galaxy lensing estimators and their covariance properties Singh, Sukhdeep; Mandelbaum, Rachel; Seljak, Uroš Monthly Notices of the Royal Astronomical Society, Vol. 471, Issue 4 https://doi.org/10.1093/mnras/stx1828	journal	July 2017
The dependence of halo mass on galaxy size at fixed stellar mass using weak lensing Charlton, Paul J. L.; Hudson, Michael J.; Balogh, Michael L. Monthly Notices of the Royal Astronomical Society, Vol. 472, Issue 2 https://doi.org/10.1093/mnras/stx2068	journal	August 2017
Lensing is low: cosmology, galaxy formation or new physics? Leauthaud, Alexie; Saito, Shun; Hilbert, Stefan Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 3 https://doi.org/10.1093/mnras/stx258	journal	February 2017
Simulating galaxy formation with the IllustrisTNG model Pillepich, Annalisa; Springel, Volker; Nelson, Dylan Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 3 https://doi.org/10.1093/mnras/stx2656	journal	October 2017
Lost but not forgotten: intracluster light in galaxy groups and clusters DeMaio, Tahlia; Gonzalez, Anthony H.; Zabludoff, Ann Monthly Notices of the Royal Astronomical Society, Vol. 474, Issue 3 https://doi.org/10.1093/mnras/stx2946	journal	November 2017
Disruption of dark matter substructure: fact or fiction? van den Bosch, Frank C.; Ogiya, Go; Hahn, Oliver Monthly Notices of the Royal Astronomical Society, Vol. 474, Issue 3 https://doi.org/10.1093/mnras/stx2956	journal	November 2017
Galaxy And Mass Assembly: the G02 field, Herschel–ATLAS target selection and data release 3 Baldry, I. K.; Liske, J.; Brown, M. J. I. Monthly Notices of the Royal Astronomical Society, Vol. 474, Issue 3 https://doi.org/10.1093/mnras/stx3042	journal	November 2017
Beyond assembly bias: exploring secondary halo biases for cluster-size haloes Mao, Yao-Yuan; Zentner, Andrew R.; Wechsler, Risa H. Monthly Notices of the Royal Astronomical Society, Vol. 474, Issue 4 https://doi.org/10.1093/mnras/stx3111	journal	December 2017
First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies Pillepich, Annalisa; Nelson, Dylan; Hernquist, Lars Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 1 https://doi.org/10.1093/mnras/stx3112	journal	December 2017
Individual stellar haloes of massive galaxies measured to 100 kpc at 0.3 < z < 0.5 using Hyper Suprime-Cam Huang, Song; Leauthaud, Alexie; Greene, Jenny E. Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 3 https://doi.org/10.1093/mnras/stx3200	journal	December 2017
The mass function of unprocessed dark matter haloes and merger tree branching rates Benson, Andrew J. Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 3 https://doi.org/10.1093/mnras/stx343	journal	February 2017
The structural and dynamical properties of compact elliptical galaxies Yıldırım, Akın; van den Bosch, Remco C. E.; van de Ven, Glenn Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 4 https://doi.org/10.1093/mnras/stx732	journal	March 2017
Dark matter substructure in numerical simulations: a tale of discreteness noise, runaway instabilities, and artificial disruption van den Bosch, Frank C.; Ogiya, Go Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 3 https://doi.org/10.1093/mnras/sty084	journal	January 2018
The FABLE simulations: a feedback model for galaxies, groups, and clusters Henden, Nicholas A.; Puchwein, Ewald; Shen, Sijing Monthly Notices of the Royal Astronomical Society, Vol. 479, Issue 4 https://doi.org/10.1093/mnras/sty1780	journal	July 2018
Weak lensing shear calibration with simulations of the HSC survey Mandelbaum, Rachel; Lanusse, François; Leauthaud, Alexie Monthly Notices of the Royal Astronomical Society, Vol. 481, Issue 3 https://doi.org/10.1093/mnras/sty2420	journal	September 2018
emerge – an empirical model for the formation of galaxies since z ∼ 10 Moster, Benjamin P.; Naab, Thorsten; White, Simon D. M. Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 2 https://doi.org/10.1093/mnras/sty655	journal	March 2018
KiDS-i-800: comparing weak gravitational lensing measurements from same-sky surveys Amon, A.; Heymans, C.; Klaes, D. Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 4 https://doi.org/10.1093/mnras/sty859	journal	April 2018
UniverseMachine: The correlation between galaxy growth and dark matter halo assembly from z = 0−10 Behroozi, Peter; Wechsler, Risa H.; Hearin, Andrew P. Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 3 https://doi.org/10.1093/mnras/stz1182	journal	May 2019
Galaxy–Galaxy lensing in HSC: Validation tests and the impact of heterogeneous spectroscopic training sets Speagle, Joshua S.; Leauthaud, Alexie; Huang, Song Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 4 https://doi.org/10.1093/mnras/stz2968	journal	October 2019
The average structural evolution of massive galaxies can be reliably estimated using cumulative galaxy number densities Clauwens, Bart; Hill, Allison; Franx, Marijn Monthly Notices of the Royal Astronomical Society: Letters, Vol. 469, Issue 1 https://doi.org/10.1093/mnrasl/slx055	journal	April 2017
The bright-star masks for the HSC-SSP survey Coupon, Jean; Czakon, Nicole; Bosch, James Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx047	journal	July 2017
The Hyper Suprime-Cam SSP Survey: Overview and survey design Aihara, Hiroaki; Arimoto, Nobuo; Armstrong, Robert Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx066	journal	September 2017
Photometric redshifts for Hyper Suprime-Cam Subaru Strategic Program Data Release 1 Tanaka, Masayuki; Coupon, Jean; Hsieh, Bau-Ching Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx077	journal	October 2017
The Hyper Suprime-Cam software pipeline Bosch, James; Armstrong, Robert; Bickerton, Steven Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx080	journal	October 2017
First data release of the Hyper Suprime-Cam Subaru Strategic Program Aihara, Hiroaki; Armstrong, Robert; Bickerton, Steven Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx081	journal	October 2017
Characterization and photometric performance of the Hyper Suprime-Cam Software Pipeline Huang, Song; Leauthaud, Alexie; Murata, Ryoma Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx126	journal	December 2017
Planck Sunyaev–Zel’dovich cluster mass calibration using Hyper Suprime-Cam weak lensing Medezinski, Elinor; Battaglia, Nicholas; Umetsu, Keiichi Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx128	journal	December 2017
The first-year shear catalog of the Subaru Hyper Suprime-Cam Subaru Strategic Program Survey Mandelbaum, Rachel; Miyatake, Hironao; Hamana, Takashi Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1 https://doi.org/10.1093/pasj/psx130	journal	December 2017
Dark Energy Survey year 1 results: Galaxy-galaxy lensing Prat, J.; Sánchez, C.; Fang, Y. Physical Review D, Vol. 98, Issue 4 https://doi.org/10.1103/PhysRevD.98.042005	journal	August 2018
IPython: A System for Interactive Scientific Computing Perez, Fernando; Granger, Brian E. Computing in Science & Engineering, Vol. 9, Issue 3 https://doi.org/10.1109/MCSE.2007.53	journal	January 2007
Matplotlib: A 2D Graphics Environment Hunter, John D. Computing in Science & Engineering, Vol. 9, Issue 3 https://doi.org/10.1109/MCSE.2007.55	journal	January 2007
The NumPy Array: A Structure for Efficient Numerical Computation van der Walt, Stéfan; Colbert, S. Chris; Varoquaux, Gaël Computing in Science & Engineering, Vol. 13, Issue 2 https://doi.org/10.1109/MCSE.2011.37	journal	March 2011
The cosmological simulation code gadget-2 Springel, Volker Monthly Notices of the Royal Astronomical Society, Vol. 364, Issue 4 https://doi.org/10.1111/j.1365-2966.2005.09655.x	journal	December 2005
Galaxy halo masses and satellite fractions from galaxy-galaxy lensing in the Sloan Digital Sky Survey: stellar mass, luminosity, morphology and environment dependencies Mandelbaum, R.; Seljak, U.; Kauffmann, G. Monthly Notices of the Royal Astronomical Society, Vol. 368, Issue 2 https://doi.org/10.1111/j.1365-2966.2006.10156.x	journal	May 2006
Density profiles of galaxy groups and clusters from SDSS galaxy-galaxy weak lensing Mandelbaum, Rachel; Seljak, Uroš; Cool, Richard J. Monthly Notices of the Royal Astronomical Society, Vol. 372, Issue 2 https://doi.org/10.1111/j.1365-2966.2006.10906.x	journal	October 2006
The hierarchical formation of the brightest cluster galaxies De Lucia, G.; Blaizot, J. Monthly Notices of the Royal Astronomical Society, Vol. 375, Issue 1 https://doi.org/10.1111/j.1365-2966.2006.11287.x	journal	February 2007
A comparison of weak-lensing masses and X-ray properties of galaxy clusters Hoekstra, H. Monthly Notices of the Royal Astronomical Society, Vol. 379, Issue 1 https://doi.org/10.1111/j.1365-2966.2007.11951.x	journal	July 2007
Evidence for non-hydrostatic gas from the cluster X-ray to lensing mass ratio Mahdavi, A.; Hoekstra, H.; Babul, A. Monthly Notices of the Royal Astronomical Society, Vol. 384, Issue 4 https://doi.org/10.1111/j.1365-2966.2007.12796.x	journal	March 2008
Galaxy assembly bias on the red sequence Cooper, Michael C.; Gallazzi, Anna; Newman, Jeffrey A. Monthly Notices of the Royal Astronomical Society, Vol. 402, Issue 3 https://doi.org/10.1111/j.1365-2966.2009.16020.x	journal	March 2010
Galaxy formation spanning cosmic history: Galaxy formation spanning cosmic history Benson, Andrew J.; Bower, Richard Monthly Notices of the Royal Astronomical Society https://doi.org/10.1111/j.1365-2966.2010.16592.x	journal	April 2010
Satellite kinematics - III. Halo masses of central galaxies in SDSS: Satellite kinematics - III More, Surhud; van den Bosch, Frank C.; Cacciato, Marcello Monthly Notices of the Royal Astronomical Society, Vol. 410, Issue 1 https://doi.org/10.1111/j.1365-2966.2010.17436.x	journal	September 2010
From dwarf spheroidals to cD galaxies: simulating the galaxy population in a ΛCDM cosmology: Galaxy formation in a ΛCDM cosmology Guo, Qi; White, Simon; Boylan-Kolchin, Michael Monthly Notices of the Royal Astronomical Society, Vol. 413, Issue 1 https://doi.org/10.1111/j.1365-2966.2010.18114.x	journal	February 2011
Galaxy and Mass Assembly (GAMA): survey diagnostics and core data release: GAMA Driver, S. P.; Hill, D. T.; Kelvin, L. S. Monthly Notices of the Royal Astronomical Society, Vol. 413, Issue 2 https://doi.org/10.1111/j.1365-2966.2010.18188.x	journal	March 2011
A Bayesian approach to the semi-analytic model of galaxy formation: methodology: bie SAM Lu, Yu; Mo, H. J.; Weinberg, Martin D. Monthly Notices of the Royal Astronomical Society, Vol. 416, Issue 3 https://doi.org/10.1111/j.1365-2966.2011.19170.x	journal	July 2011
GAMA: towards a physical understanding of galaxy formation Driver, Simon P.; Norberg, Peder; Baldry, Ivan K. Astronomy & Geophysics, Vol. 50, Issue 5 https://doi.org/10.1111/j.1468-4004.2009.50512.x	journal	October 2009
Multiple images of a highly magnified supernova formed by an early-type cluster galaxy lens Kelly, P. L.; Rodney, S. A.; Treu, T. Science, Vol. 347, Issue 6226 https://doi.org/10.1126/science.aaa3350	journal	March 2015
Stellar Mass—Halo Mass Relation and Star Formation Efficiency in High-Mass Halos Kravtsov, A. V.; Vikhlinin, A. A.; Meshcheryakov, A. V. Astronomy Letters, Vol. 44, Issue 1 https://doi.org/10.1134/S1063773717120015	journal	January 2018
The Connection Between Galaxies and Their Dark Matter Halos Wechsler, Risa H.; Tinker, Jeremy L. Annual Review of Astronomy and Astrophysics, Vol. 56, Issue 1 https://doi.org/10.1146/annurev-astro-081817-051756	journal	September 2018
Markov Chain Monte Carlo Methods for Bayesian Data Analysis in Astronomy Sharma, Sanjib Annual Review of Astronomy and Astrophysics, Vol. 55, Issue 1 https://doi.org/10.1146/annurev-astro-082214-122339	journal	August 2017
Galaxy shapes and alignments in the MassiveBlack-II hydrodynamic and dark matter-only simulations Tenneti, Ananth; Mandelbaum, Rachel; Matteo, Tiziana Di Carnegie Mellon University https://doi.org/10.1184/r1/6506849	text	January 2015
Mapping stellar content to dark matter haloes using galaxy clustering and galaxy–galaxy lensing in the SDSS DR7 Zu, Ying; Mandelbaum, Rachel Carnegie Mellon University https://doi.org/10.1184/r1/6507137	text	January 2015
Mapping stellar content to dark matter haloes using galaxy clustering and galaxy–galaxy lensing in the SDSS DR7 Zu, Ying; Mandelbaum, Rachel Carnegie Mellon University https://doi.org/10.1184/r1/6507137.v1	text	January 2015
On Detecting Halo Assembly Bias with Galaxy Populations Lin, Yen-Ting; Mandelbaum, Rachel; Huang, Yun-Hsin Carnegie Mellon University https://doi.org/10.1184/r1/6507704	text	January 2016
On Detecting Halo Assembly Bias with Galaxy Populations Lin, Yen-Ting; Mandelbaum, Rachel; Huang, Yun-Hsin Carnegie Mellon University https://doi.org/10.1184/r1/6507704.v1	text	January 2016
Weak lensing calibration of mass bias in the REFLEX+BCS X-ray galaxy cluster catalogue Simet, Melanie; Battaglia, Nicholas; Mandelbaum, Rachel Carnegie Mellon University https://doi.org/10.1184/r1/6509552	text	January 2015
Introducing the Illustris project: The evolution of galaxy populations across cosmic time Gene, S.; Vogelsberger, M.; Springel, V. Apollo - University of Cambridge Repository https://doi.org/10.17863/cam.31901	text	January 2018
Introducing the illustris project: Simulating the coevolution of dark and visible matter in the universe Vogelsberger, M.; Genel, S.; Springel, V. Apollo - University of Cambridge Repository https://doi.org/10.17863/cam.48590	text	January 2014
Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting Cleveland, William S.; Devlin, Susan J. Journal of the American Statistical Association, Vol. 83, Issue 403 https://doi.org/10.2307/2289282	journal	September 1988
MERGERS AND STAR FORMATION: THE ENVIRONMENT AND STELLAR MASS GROWTH OF THE PROGENITORS OF ULTRA-MASSIVE GALAXIES SINCE Z = 2 Vulcani, Benedetta; Marchesini, Danilo; De Lucia, Gabriella The Astrophysical Journal, Vol. 816, Issue 2 https://doi.org/10.3847/0004-637X/816/2/86	journal	January 2016
On Detecting halo Assembly bias with Galaxy Populations Lin, Yen-Ting; Mandelbaum, Rachel; Huang, Yun-Hsin The Astrophysical Journal, Vol. 819, Issue 2 https://doi.org/10.3847/0004-637X/819/2/119	journal	March 2016
MC ² : DYNAMICAL ANALYSIS OF THE MERGING GALAXY CLUSTER MACS J1149.5+2223 Golovich, Nathan; Dawson, William A.; Wittman, David The Astrophysical Journal, Vol. 831, Issue 1 https://doi.org/10.3847/0004-637X/831/1/110	journal	October 2016
Hierarchical Galaxy Growth and Scatter in the Stellar Mass–Halo mass Relation Gu (顾梦), Meng; Conroy, Charlie; Behroozi, Peter The Astrophysical Journal, Vol. 833, Issue 1 https://doi.org/10.3847/0004-637X/833/1/2	journal	December 2016
Semi-Analytic Galaxy Evolution (Sage): Model Calibration and Basic Results Croton, Darren J.; Stevens, Adam R. H.; Tonini, Chiara The Astrophysical Journal Supplement Series, Vol. 222, Issue 2 https://doi.org/10.3847/0067-0049/222/2/22	journal	February 2016
Forward Modeling of Large-scale Structure: An Open-source Approach with Halotools Hearin, Andrew P.; Campbell, Duncan; Tollerud, Erik The Astronomical Journal, Vol. 154, Issue 5 https://doi.org/10.3847/1538-3881/aa859f	journal	October 2017
Massive Galaxies are Larger in Dense Environments: Environmental Dependence of Mass–Size Relation of Early-Type Galaxies Yoon, Yongmin; Im, Myungshin; Kim, Jae-Woo The Astrophysical Journal, Vol. 834, Issue 1 https://doi.org/10.3847/1538-4357/834/1/73	journal	January 2017
Deriving Physical Properties from Broadband Photometry with Prospector: Description of the Model and a Demonstration of its Accuracy Using 129 Galaxies in the Local Universe Leja, Joel; Johnson, Benjamin D.; Conroy, Charlie The Astrophysical Journal, Vol. 837, Issue 2 https://doi.org/10.3847/1538-4357/aa5ffe	journal	March 2017
The Mass, Color, and Structural Evolution of Today’s Massive Galaxies Since z ∼ 5 Hill, Allison R.; Muzzin, Adam; Franx, Marijn The Astrophysical Journal, Vol. 837, Issue 2 https://doi.org/10.3847/1538-4357/aa61fe	journal	March 2017
The Correlation between Halo Mass and Stellar Mass for the Most Massive Galaxies in the Universe Tinker, Jeremy L.; Brownstein, Joel R.; Guo, Hong The Astrophysical Journal, Vol. 839, Issue 2 https://doi.org/10.3847/1538-4357/aa6845	journal	April 2017
The Mass–Concentration Relation and the Stellar-to-halo Mass Ratio in the CFHT Stripe 82 Survey Shan, HuanYuan; Kneib, Jean-Paul; Li, Ran The Astrophysical Journal, Vol. 840, Issue 2 https://doi.org/10.3847/1538-4357/aa6c68	journal	May 2017
The Stripe 82 Massive Galaxy Project. III. A Lack of Growth among Massive Galaxies Bundy, Kevin; Leauthaud, Alexie; Saito, Shun The Astrophysical Journal, Vol. 851, Issue 1 https://doi.org/10.3847/1538-4357/aa9896	journal	December 2017
Weak-lensing Mass Calibration of ACTPol Sunyaev–Zel’dovich Clusters with the Hyper Suprime-Cam Survey Miyatake, Hironao; Battaglia, Nicholas; Hilton, Matt The Astrophysical Journal, Vol. 875, Issue 1 https://doi.org/10.3847/1538-4357/ab0af0	journal	April 2019
Dark Energy Survey Year 1 Results: Detection of Intracluster Light at Redshift ∼ 0.25 Zhang, Y.; Yanny, B.; Palmese, A. The Astrophysical Journal, Vol. 874, Issue 2 https://doi.org/10.3847/1538-4357/ab0dfd	journal	April 2019
The Splashback Radius of Halos from Particle Dynamics. I. The SPARTA Algorithm Diemer, Benedikt The Astrophysical Journal Supplement Series, Vol. 231, Issue 1 https://doi.org/10.3847/1538-4365/aa799c	journal	July 2017
Chandra Cluster Cosmology Project II: Samples and X-ray Data Reduction Vikhlinin, A.; Burenin, R. A.; Ebeling, H. arXiv https://doi.org/10.48550/arxiv.0805.2207	text	January 2008
Red Nuggets at z~1.5: Compact passive galaxies and the formation of the Kormendy Relation Damjanov, Ivana; McCarthy, Patrick J.; Abraham, Roberto G. arXiv https://doi.org/10.48550/arxiv.0807.1744	text	January 2008
The Relation Between Compact, Quiescent High Redshift Galaxies and Massive Nearby Elliptical Galaxies: Evidence for Hierarchical, Inside-Out Growth Bezanson, Rachel; van Dokkum, Pieter G.; Tal, Tomer arXiv https://doi.org/10.48550/arxiv.0903.2044	text	January 2009
Galaxy Assembly Bias on the Red Sequence Cooper, Michael C.; Gallazzi, Anna; Newman, Jeffrey A. arXiv https://doi.org/10.48550/arxiv.0910.0245	text	January 2009
GAMA: towards a physical understanding of galaxy formation Driver, Simon P.; Norberg, Peder; Baldry, Ivan K. arXiv https://doi.org/10.48550/arxiv.0910.5123	text	January 2009
A Bayesian approach to the semi-analytic model of galaxy formation: methodology Lu, Yu; Mo, H. J.; Weinberg, Martin D. arXiv https://doi.org/10.48550/arxiv.1004.2518	text	January 2010
Galaxy and Mass Assembly (GAMA): survey diagnostics and core data release Driver, S. P.; Hill, D. T.; Kelvin, L. S. arXiv https://doi.org/10.48550/arxiv.1009.0614	text	January 2010
The Two Phases of Galaxy Formation Oser, Ludwig; Ostriker, Jeremiah P.; Naab, Thorsten arXiv https://doi.org/10.48550/arxiv.1010.1381	text	January 2010
On the Accuracy of Weak Lensing Cluster Mass Reconstructions Becker, Matthew R.; Kravtsov, Andrey V. arXiv https://doi.org/10.48550/arxiv.1011.1681	text	January 2010
Comparison of an X-ray selected sample of massive lensing clusters with the MareNostrum Universe LCDM simulation Meneghetti, M.; Fedeli, C.; Zitrin, A. arXiv https://doi.org/10.48550/arxiv.1103.0044	text	January 2011
The Rockstar Phase-Space Temporal Halo Finder and the Velocity Offsets of Cluster Cores Behroozi, Peter S.; Wechsler, Risa H.; Wu, Hao-Yi arXiv https://doi.org/10.48550/arxiv.1110.4372	text	January 2011
The Connection between Galaxies and Dark Matter Structures in the Local Universe Reddick, Rachel M.; Wechsler, Risa H.; Tinker, Jeremy L. arXiv https://doi.org/10.48550/arxiv.1207.2160	text	January 2012
The Average Star Formation Histories of Galaxies in Dark Matter Halos from z=0-8 Behroozi, Peter S.; Wechsler, Risa H.; Conroy, Charlie arXiv https://doi.org/10.48550/arxiv.1207.6105	text	January 2012
The Baryon Oscillation Spectroscopic Survey of SDSS-III Dawson, Kyle S.; Schlegel, David J.; Ahn, Christopher P. arXiv https://doi.org/10.48550/arxiv.1208.0022	text	January 2012
PRIMUS: Constraints on Star Formation Quenching and Galaxy Merging, and the Evolution of the Stellar Mass Function From z=0-1 Moustakas, John; Coil, Alison; Aird, James arXiv https://doi.org/10.48550/arxiv.1301.1688	text	January 2013
The similarity of the stellar mass fractions of galaxy groups and clusters Budzynski, J. M.; Koposov, S. E.; McCarthy, I. G. arXiv https://doi.org/10.48550/arxiv.1309.1183	text	January 2013
Galaxy Assembly Bias: A Significant Source of Systematic Error in the Galaxy-Halo Relationship Zentner, Andrew R.; Hearin, Andrew P.; Bosch, Frank C. van den arXiv https://doi.org/10.48550/arxiv.1311.1818	text	January 2013
Sub-millimeter galaxies as progenitors of compact quiescent galaxies Toft, S.; Smolcic, V.; Magnelli, B. arXiv https://doi.org/10.48550/arxiv.1401.1510	text	January 2014
Stellar mass -- halo mass relation and star formation efficiency in high-mass halos Kravtsov, Andrey; Vikhlinin, Alexey; Meshscheryakov, Alexander arXiv https://doi.org/10.48550/arxiv.1401.7329	text	January 2014
The MassiveBlack-II Simulation: The Evolution of Halos and Galaxies to z~0 Khandai, Nishikanta; Di Matteo, Tiziana; Croft, Rupert arXiv https://doi.org/10.48550/arxiv.1402.0888	text	January 2014
The 400d Galaxy Cluster Survey weak lensing programme: III: Evidence for consistent WL and X-ray masses at $z\approx 0.5$ Israel, Holger; Reiprich, Thomas H.; Erben, Thomas arXiv https://doi.org/10.48550/arxiv.1402.3267	text	January 2014
CLASH: Weak-Lensing Shear-and-Magnification Analysis of 20 Galaxy Clusters Umetsu, Keiichi; Medezinski, Elinor; Nonino, Mario arXiv https://doi.org/10.48550/arxiv.1404.1375	text	January 2014
Preventing Star Formation in Early-Type Galaxies with Late-Time Stellar Heating Conroy, Charlie; van Dokkum, Pieter; Kravtsov, Andrey arXiv https://doi.org/10.48550/arxiv.1406.3026	text	January 2014
A universal model for halo concentrations Diemer, Benedikt; Kravtsov, Andrey V. arXiv https://doi.org/10.48550/arxiv.1407.4730	text	January 2014
The Mass-Concentration Relation and the Stellar-to-Halo Mass Ratio in the CFHT Stripe 82 Survey Shan, Huanyuan; Kneib, Jean-Paul; Li, Ran arXiv https://doi.org/10.48550/arxiv.1502.00313	text	January 2015
Weak lensing calibration of mass bias in the REFLEX+BCS X-ray galaxy cluster catalogue Simet, Melanie; Battaglia, Nicholas; Mandelbaum, Rachel arXiv https://doi.org/10.48550/arxiv.1502.01024	text	January 2015
LoCuSS: Weak-lensing mass calibration of galaxy clusters Okabe, Nobuhiro; Smith, Graham P. arXiv https://doi.org/10.48550/arxiv.1507.04493	text	January 2015
Massive relic galaxies prefer dense environments de Arriba, Luis Peralta; Quilis, Vicent; Trujillo, Ignacio arXiv https://doi.org/10.48550/arxiv.1605.06503	text	January 2016
Forward Modeling of Large-Scale Structure: An open-source approach with Halotools Hearin, Andrew; Campbell, Duncan; Tollerud, Erik arXiv https://doi.org/10.48550/arxiv.1606.04106	text	January 2016
The Correlation Between Halo Mass and Stellar Mass for the Most Massive Galaxies in the Universe Tinker, Jeremy L.; Brownstein, Joel R.; Guo, Hong arXiv https://doi.org/10.48550/arxiv.1607.04678	text	January 2016
The Mass Function of Unprocessed Dark Matter Halos and Merger Tree Branching Rates Benson, Andrew J. arXiv https://doi.org/10.48550/arxiv.1610.01057	text	January 2016
Beyond Assembly Bias: Exploring Secondary Halo Biases for Cluster-size Haloes Mao, Yao-Yuan; Zentner, Andrew R.; Wechsler, Risa H. arXiv https://doi.org/10.48550/arxiv.1705.03888	text	January 2017
EMERGE - An empirical model for the formation of galaxies since $z\sim10$ Moster, Benjamin P.; Naab, Thorsten; White, Simon D. M. arXiv https://doi.org/10.48550/arxiv.1705.05373	text	January 2017
Markov Chain Monte Carlo Methods for Bayesian Data Analysis in Astronomy Sharma, Sanjib arXiv https://doi.org/10.48550/arxiv.1706.01629	text	January 2017
First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies Pillepich, Annalisa; Nelson, Dylan; Hernquist, Lars arXiv https://doi.org/10.48550/arxiv.1707.03406	text	January 2017
The Dependence of Halo Mass on Galaxy Size at Fixed Stellar Mass Using Weak Lensing Charlton, Paul J. L.; Hudson, Michael J.; Balogh, Michael L. arXiv https://doi.org/10.48550/arxiv.1707.04924	text	January 2017
Galaxy And Mass Assembly (GAMA): the G02 field, Herschel-ATLAS target selection and Data Release 3 Baldry, I. K.; Liske, J.; Brown, M. J. I. arXiv https://doi.org/10.48550/arxiv.1711.09139	text	January 2017
Galaxy-Galaxy Lensing in HSC: Validation Tests and the Impact of Heterogeneous Spectroscopic Training Sets Speagle, Joshua S.; Leauthaud, Alexie; Huang, Song arXiv https://doi.org/10.48550/arxiv.1906.05876	text	January 2019
The Seventh Data Release of the Sloan Digital Sky Survey Abazajian, Kevork N.; Adelman-McCarthy, Jennifer K.; Agüeros, Marcel Andre Columbia University https://doi.org/10.7916/d8n879qg	text	January 2009

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