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Title: Cross-correlation of Dark Energy Survey Year 3 lensing data with ACT and P l a n c k thermal Sunyaev-Zel’dovich effect observations. II. Modeling and constraints on halo pressure profiles

Abstract

Hot, ionized gas leaves an imprint on the cosmic microwave background via the thermal Sunyaev-Zel’dovich (tSZ) effect. The cross-correlation of gravitational lensing (which traces the projected mass) with the tSZ effect (which traces the projected gas pressure) is a powerful probe of the thermal state of ionized baryons throughout the Universe and is sensitive to effects such as baryonic feedback. In a companion paper (Gatti et al. Phys. Rev. D 105, 123525 (2022)), we present tomographic measurements and validation tests of the cross-correlation between Galaxy shear measurements from the first three years of observations of the Dark Energy Survey and tSZ measurements from a combination of Atacama Cosmology Telescope and Planck observations. In this work, we use the same measurements to constrain models for the pressure profiles of halos across a wide range of halo mass and redshift. We find evidence for reduced pressure in low-mass halos, consistent with predictions for the effects of feedback from active Galactic nuclei. We infer the hydrostatic mass bias (B ≡ M500c/MSZ from our measurements, finding B = 1.8 ± 0.1 when adopting the Planck-preferred cosmological parameters. We additionally find that our measurements are consistent with a nonzero redshift evolution of B, with themore » correct sign and sufficient magnitude to explain the mass bias necessary to reconcile cluster count measurements with the Planck-preferred cosmology. Our analysis introduces a model for the impact of intrinsic alignments (IAs) of galaxy shapes on the shear-tSZ correlation. We show that IA can have a significant impact on these correlations at current noise levels.« less

Authors:
ORCiD logo [1]; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; more »; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; « less
  1. University of Pennsylvania, Philadelphia, PA (United States); DES and ACT Collaborations. et al.
Publication Date:
Research Org.:
Brookhaven National Laboratory (BNL), Upton, NY (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Univ. of Michigan, Ann Arbor, MI (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP)
Contributing Org.:
DES and ACT Collaborations
OSTI Identifier:
1886226
Alternate Identifier(s):
OSTI ID: 1879844; OSTI ID: 1886470; OSTI ID: 1957973; OSTI ID: 1976114
Report Number(s):
BNL-223323-2022-JAAM
Journal ID: ISSN 2470-0010; TRN: US2309681
Grant/Contract Number:  
SC0012704; AC02-76SF00515; SC0007901; AC02-98CH10886; AC02-07CH11359; AC05-00OR22725; AC02-05CH11231; SC0019193
Resource Type:
Accepted Manuscript
Journal Name:
Physical Review. D.
Additional Journal Information:
Journal Volume: 105; Journal Issue: 12; Journal ID: ISSN 2470-0010
Publisher:
American Physical Society (APS)
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; cosmic microwave background; cosmological parameters; gravitational lenses; large scale structure of the universe; optical, UV, and IR astronomy

Citation Formats

Pandey, S., Gatti, M., Baxter, E., Hill, J.  C., Fang, X., Doux, C., Giannini, G., Raveri, M., DeRose, J., Huang, H., Moser, E., Battaglia, N., Alarcon, A., Amon, A., Becker, M., Campos, A., Chang, C., Chen, R., Choi, A., Eckert, K., Elvin-Poole, J., Everett, S., Ferte, A., Harrison, I., Maccrann, N., Mccullough, J., Myles, J., Navarro Alsina, A., Prat, J., Rollins, R.  P., Sanchez, C., Shin, T., Troxel, M., Tutusaus, I., Yin, B., Aguena, M., Allam, S., Andrade-Oliveira, F., Bernstein, G.  M., Bertin, E., Bolliet, B., Bond, J.  R., Brooks, D., Calabrese, E., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Cawthon, R., Costanzi, M., Crocce, M., da Costa, L.  N., Pereira, M.  E. S., De Vicente, J., Desai, S., Diehl, H.  T., Dietrich, J.  P., Doel, P., Dunkley, J., Everett, S., Evrard, A.  E., Ferraro, S., Ferrero, I., Flaugher, B., Fosalba, P., García-Bellido, J., Gaztanaga, E., Gerdes, D.  W., Giannantonio, T., Gruen, D., Gruendl, R.  A., Gschwend, J., Gutierrez, G., Herner, K., Hincks, A.  D., Hinton, S.  R., Hollowood, D.  L., Honscheid, K., Hughes, J.  P., Huterer, D., Jain, B., James, D.  J., Jeltema, T., Krause, E., Kuehn, K., Lahav, O., Lima, M., Lokken, M., Madhavacheril, M.  S., Maia, M.  A. G., Mcmahon, J.  J., Melchior, P., Menanteau, F., Miquel, R., Mohr, J.  J., Moodley, K., Morgan, R., Nati, F., Niemack, M.  D., Page, L., Palmese, A., Paz-Chinchón, F., Pieres, A., Plazas Malagón, A.  A., Rodriguez-Monroy, M., Romer, A.  K., Sanchez, E., Scarpine, V., Schaan, E., Serrano, S., Sevilla-Noarbe, I., Sheldon, E., Sherwin, B.  D., Sifón, C., Smith, M., Soares-Santos, M., Spergel, D., Suchyta, E., Swanson, M.  E. C., Tarle, G., Thomas, D., To, C., Varga, T.  N., Weller, J., Wollack, E.  J., and Xu, Z. Cross-correlation of Dark Energy Survey Year 3 lensing data with ACT and Planck thermal Sunyaev-Zel’dovich effect observations. II. Modeling and constraints on halo pressure profiles. United States: N. p., 2022. Web. doi:10.1103/physrevd.105.123526.
Pandey, S., Gatti, M., Baxter, E., Hill, J.  C., Fang, X., Doux, C., Giannini, G., Raveri, M., DeRose, J., Huang, H., Moser, E., Battaglia, N., Alarcon, A., Amon, A., Becker, M., Campos, A., Chang, C., Chen, R., Choi, A., Eckert, K., Elvin-Poole, J., Everett, S., Ferte, A., Harrison, I., Maccrann, N., Mccullough, J., Myles, J., Navarro Alsina, A., Prat, J., Rollins, R.  P., Sanchez, C., Shin, T., Troxel, M., Tutusaus, I., Yin, B., Aguena, M., Allam, S., Andrade-Oliveira, F., Bernstein, G.  M., Bertin, E., Bolliet, B., Bond, J.  R., Brooks, D., Calabrese, E., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Cawthon, R., Costanzi, M., Crocce, M., da Costa, L.  N., Pereira, M.  E. S., De Vicente, J., Desai, S., Diehl, H.  T., Dietrich, J.  P., Doel, P., Dunkley, J., Everett, S., Evrard, A.  E., Ferraro, S., Ferrero, I., Flaugher, B., Fosalba, P., García-Bellido, J., Gaztanaga, E., Gerdes, D.  W., Giannantonio, T., Gruen, D., Gruendl, R.  A., Gschwend, J., Gutierrez, G., Herner, K., Hincks, A.  D., Hinton, S.  R., Hollowood, D.  L., Honscheid, K., Hughes, J.  P., Huterer, D., Jain, B., James, D.  J., Jeltema, T., Krause, E., Kuehn, K., Lahav, O., Lima, M., Lokken, M., Madhavacheril, M.  S., Maia, M.  A. G., Mcmahon, J.  J., Melchior, P., Menanteau, F., Miquel, R., Mohr, J.  J., Moodley, K., Morgan, R., Nati, F., Niemack, M.  D., Page, L., Palmese, A., Paz-Chinchón, F., Pieres, A., Plazas Malagón, A.  A., Rodriguez-Monroy, M., Romer, A.  K., Sanchez, E., Scarpine, V., Schaan, E., Serrano, S., Sevilla-Noarbe, I., Sheldon, E., Sherwin, B.  D., Sifón, C., Smith, M., Soares-Santos, M., Spergel, D., Suchyta, E., Swanson, M.  E. C., Tarle, G., Thomas, D., To, C., Varga, T.  N., Weller, J., Wollack, E.  J., & Xu, Z. Cross-correlation of Dark Energy Survey Year 3 lensing data with ACT and Planck thermal Sunyaev-Zel’dovich effect observations. II. Modeling and constraints on halo pressure profiles. United States. https://doi.org/10.1103/physrevd.105.123526
Pandey, S., Gatti, M., Baxter, E., Hill, J.  C., Fang, X., Doux, C., Giannini, G., Raveri, M., DeRose, J., Huang, H., Moser, E., Battaglia, N., Alarcon, A., Amon, A., Becker, M., Campos, A., Chang, C., Chen, R., Choi, A., Eckert, K., Elvin-Poole, J., Everett, S., Ferte, A., Harrison, I., Maccrann, N., Mccullough, J., Myles, J., Navarro Alsina, A., Prat, J., Rollins, R.  P., Sanchez, C., Shin, T., Troxel, M., Tutusaus, I., Yin, B., Aguena, M., Allam, S., Andrade-Oliveira, F., Bernstein, G.  M., Bertin, E., Bolliet, B., Bond, J.  R., Brooks, D., Calabrese, E., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Cawthon, R., Costanzi, M., Crocce, M., da Costa, L.  N., Pereira, M.  E. S., De Vicente, J., Desai, S., Diehl, H.  T., Dietrich, J.  P., Doel, P., Dunkley, J., Everett, S., Evrard, A.  E., Ferraro, S., Ferrero, I., Flaugher, B., Fosalba, P., García-Bellido, J., Gaztanaga, E., Gerdes, D.  W., Giannantonio, T., Gruen, D., Gruendl, R.  A., Gschwend, J., Gutierrez, G., Herner, K., Hincks, A.  D., Hinton, S.  R., Hollowood, D.  L., Honscheid, K., Hughes, J.  P., Huterer, D., Jain, B., James, D.  J., Jeltema, T., Krause, E., Kuehn, K., Lahav, O., Lima, M., Lokken, M., Madhavacheril, M.  S., Maia, M.  A. G., Mcmahon, J.  J., Melchior, P., Menanteau, F., Miquel, R., Mohr, J.  J., Moodley, K., Morgan, R., Nati, F., Niemack, M.  D., Page, L., Palmese, A., Paz-Chinchón, F., Pieres, A., Plazas Malagón, A.  A., Rodriguez-Monroy, M., Romer, A.  K., Sanchez, E., Scarpine, V., Schaan, E., Serrano, S., Sevilla-Noarbe, I., Sheldon, E., Sherwin, B.  D., Sifón, C., Smith, M., Soares-Santos, M., Spergel, D., Suchyta, E., Swanson, M.  E. C., Tarle, G., Thomas, D., To, C., Varga, T.  N., Weller, J., Wollack, E.  J., and Xu, Z. Tue . "Cross-correlation of Dark Energy Survey Year 3 lensing data with ACT and Planck thermal Sunyaev-Zel’dovich effect observations. II. Modeling and constraints on halo pressure profiles". United States. https://doi.org/10.1103/physrevd.105.123526. https://www.osti.gov/servlets/purl/1886226.
@article{osti_1886226,
title = {Cross-correlation of Dark Energy Survey Year 3 lensing data with ACT and Planck thermal Sunyaev-Zel’dovich effect observations. II. Modeling and constraints on halo pressure profiles},
author = {Pandey, S. and Gatti, M. and Baxter, E. and Hill, J.  C. and Fang, X. and Doux, C. and Giannini, G. and Raveri, M. and DeRose, J. and Huang, H. and Moser, E. and Battaglia, N. and Alarcon, A. and Amon, A. and Becker, M. and Campos, A. and Chang, C. and Chen, R. and Choi, A. and Eckert, K. and Elvin-Poole, J. and Everett, S. and Ferte, A. and Harrison, I. and Maccrann, N. and Mccullough, J. and Myles, J. and Navarro Alsina, A. and Prat, J. and Rollins, R.  P. and Sanchez, C. and Shin, T. and Troxel, M. and Tutusaus, I. and Yin, B. and Aguena, M. and Allam, S. and Andrade-Oliveira, F. and Bernstein, G.  M. and Bertin, E. and Bolliet, B. and Bond, J.  R. and Brooks, D. and Calabrese, E. and Carnero Rosell, A. and Carrasco Kind, M. and Carretero, J. and Cawthon, R. and Costanzi, M. and Crocce, M. and da Costa, L.  N. and Pereira, M.  E. S. and De Vicente, J. and Desai, S. and Diehl, H.  T. and Dietrich, J.  P. and Doel, P. and Dunkley, J. and Everett, S. and Evrard, A.  E. and Ferraro, S. and Ferrero, I. and Flaugher, B. and Fosalba, P. and García-Bellido, J. and Gaztanaga, E. and Gerdes, D.  W. and Giannantonio, T. and Gruen, D. and Gruendl, R.  A. and Gschwend, J. and Gutierrez, G. and Herner, K. and Hincks, A.  D. and Hinton, S.  R. and Hollowood, D.  L. and Honscheid, K. and Hughes, J.  P. and Huterer, D. and Jain, B. and James, D.  J. and Jeltema, T. and Krause, E. and Kuehn, K. and Lahav, O. and Lima, M. and Lokken, M. and Madhavacheril, M.  S. and Maia, M.  A. G. and Mcmahon, J.  J. and Melchior, P. and Menanteau, F. and Miquel, R. and Mohr, J.  J. and Moodley, K. and Morgan, R. and Nati, F. and Niemack, M.  D. and Page, L. and Palmese, A. and Paz-Chinchón, F. and Pieres, A. and Plazas Malagón, A.  A. and Rodriguez-Monroy, M. and Romer, A.  K. and Sanchez, E. and Scarpine, V. and Schaan, E. and Serrano, S. and Sevilla-Noarbe, I. and Sheldon, E. and Sherwin, B.  D. and Sifón, C. and Smith, M. and Soares-Santos, M. and Spergel, D. and Suchyta, E. and Swanson, M.  E. C. and Tarle, G. and Thomas, D. and To, C. and Varga, T.  N. and Weller, J. and Wollack, E.  J. and Xu, Z.},
abstractNote = {Hot, ionized gas leaves an imprint on the cosmic microwave background via the thermal Sunyaev-Zel’dovich (tSZ) effect. The cross-correlation of gravitational lensing (which traces the projected mass) with the tSZ effect (which traces the projected gas pressure) is a powerful probe of the thermal state of ionized baryons throughout the Universe and is sensitive to effects such as baryonic feedback. In a companion paper (Gatti et al. Phys. Rev. D 105, 123525 (2022)), we present tomographic measurements and validation tests of the cross-correlation between Galaxy shear measurements from the first three years of observations of the Dark Energy Survey and tSZ measurements from a combination of Atacama Cosmology Telescope and Planck observations. In this work, we use the same measurements to constrain models for the pressure profiles of halos across a wide range of halo mass and redshift. We find evidence for reduced pressure in low-mass halos, consistent with predictions for the effects of feedback from active Galactic nuclei. We infer the hydrostatic mass bias (B ≡ M500c/MSZ from our measurements, finding B = 1.8 ± 0.1 when adopting the Planck-preferred cosmological parameters. We additionally find that our measurements are consistent with a nonzero redshift evolution of B, with the correct sign and sufficient magnitude to explain the mass bias necessary to reconcile cluster count measurements with the Planck-preferred cosmology. Our analysis introduces a model for the impact of intrinsic alignments (IAs) of galaxy shapes on the shear-tSZ correlation. We show that IA can have a significant impact on these correlations at current noise levels.},
doi = {10.1103/physrevd.105.123526},
journal = {Physical Review. D.},
number = 12,
volume = 105,
place = {United States},
year = {Tue Jun 21 00:00:00 EDT 2022},
month = {Tue Jun 21 00:00:00 EDT 2022}
}

Works referenced in this record:

Investigating cluster astrophysics and cosmology with cross-correlation of the thermal Sunyaev–Zel'dovich effect and weak lensing
journal, December 2017

  • Osato, Ken; Flender, Samuel; Nagai, Daisuke
  • Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 1
  • DOI: 10.1093/mnras/stx3215

Dark Energy Survey Y3 results: blending shear and redshift biases in image simulations
journal, October 2021

  • MacCrann, N.; Becker, M. R.; McCullough, J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 509, Issue 3
  • DOI: 10.1093/mnras/stab2870

Two-halo term in stacked thermal Sunyaev-Zel’dovich measurements: Implications for self-similarity
journal, April 2018


Intrinsic alignments of SDSS-III BOSS LOWZ sample galaxies
journal, May 2015

  • Singh, Sukhdeep; Mandelbaum, Rachel; More, Surhud
  • Monthly Notices of the Royal Astronomical Society, Vol. 450, Issue 2
  • DOI: 10.1093/mnras/stv778

KiDS-1000 cosmology: Cosmic shear constraints and comparison between two point statistics
journal, January 2021


Modelling baryonic feedback for survey cosmology
journal, June 2019

  • Chisari, Nora Elisa; Mead, Alexander J.; Joudaki, Shahab
  • The Open Journal of Astrophysics, Vol. 2, Issue 1
  • DOI: 10.21105/astro.1905.06082

Towards a realistic population of simulated galaxy groups and clusters
journal, May 2014

  • Le Brun, Amandine M. C.; McCarthy, Ian G.; Schaye, Joop
  • Monthly Notices of the Royal Astronomical Society, Vol. 441, Issue 2
  • DOI: 10.1093/mnras/stu608

Constraints on the Mass–Richness Relation from the Abundance and Weak Lensing of SDSS Clusters
journal, February 2018

  • Murata, Ryoma; Nishimichi, Takahiro; Takada, Masahiro
  • The Astrophysical Journal, Vol. 854, Issue 2
  • DOI: 10.3847/1538-4357/aaaab8

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

Non-Gaussian aspects of thermal and kinetic Sunyaev-Zel’dovich effects
journal, August 2001


Dark Energy Survey Year 3 Results: Photometric Data Set for Cosmology
journal, May 2021

  • Sevilla-Noarbe, I.; Bechtol, K.; Carrasco Kind, M.
  • The Astrophysical Journal Supplement Series, Vol. 254, Issue 2
  • DOI: 10.3847/1538-4365/abeb66

Joint galaxy-lensing observables and the dark energy
journal, August 2004


A halo model for intrinsic alignments of galaxy ellipticities
journal, March 2010


Tomographic measurement of the intergalactic gas pressure through galaxy–tSZ cross-correlations
journal, December 2019

  • Koukoufilippas, Nick; Alonso, David; Bilicki, Maciej
  • Monthly Notices of the Royal Astronomical Society, Vol. 491, Issue 4
  • DOI: 10.1093/mnras/stz3351

The effects of galaxy formation on the matter power spectrum: a challenge for precision cosmology: Galaxy formation and the matter power spectrum
journal, July 2011


Dark Energy Survey Year 3 Results: Measuring the Survey Transfer Function with Balrog
journal, January 2022

  • Everett, S.; Yanny, B.; Kuropatkin, N.
  • The Astrophysical Journal Supplement Series, Vol. 258, Issue 1
  • DOI: 10.3847/1538-4365/ac26c1

Dark Energy Survey Year 3 Results: Clustering redshifts – calibration of the weak lensing source redshift distributions with redMaGiC and BOSS/eBOSS
journal, November 2021

  • Gatti, M.; Giannini, G.; Bernstein, G. M.
  • Monthly Notices of the Royal Astronomical Society
  • DOI: 10.1093/mnras/stab3311

Planck 2015 results : XXIV. Cosmology from Sunyaev-Zeldovich cluster counts
journal, September 2016


Analytical model for non-thermal pressure in galaxy clusters
journal, June 2014

  • Shi, Xun; Komatsu, Eiichiro
  • Monthly Notices of the Royal Astronomical Society, Vol. 442, Issue 1
  • DOI: 10.1093/mnras/stu858

The halo model as a versatile tool to predict intrinsic alignments
journal, December 2020

  • Fortuna, Maria Cristina; Hoekstra, Henk; Joachimi, Benjamin
  • Monthly Notices of the Royal Astronomical Society, Vol. 501, Issue 2
  • DOI: 10.1093/mnras/staa3802

Cross-correlating Planck tSZ with RCSLenS weak lensing: implications for cosmology and AGN feedback
journal, July 2017

  • Hojjati, Alireza; Tröster, Tilman; Harnois-Déraps, Joachim
  • Monthly Notices of the Royal Astronomical Society, Vol. 471, Issue 2
  • DOI: 10.1093/mnras/stx1659

The scatter and evolution of the global hot gas properties of simulated galaxy cluster populations
journal, December 2016

  • Le Brun, Amandine M. C.; McCarthy, Ian G.; Schaye, Joop
  • Monthly Notices of the Royal Astronomical Society
  • DOI: 10.1093/mnras/stw3361

LoCuSS: Testing hydrostatic equilibrium in galaxy clusters
journal, December 2015

  • Smith, G. P.; Mazzotta, P.; Okabe, N.
  • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 456, Issue 1
  • DOI: 10.1093/mnrasl/slv175

Removing the giants and learning from the crowd: A new SZ power spectrum method and revised Compton y -map analysis
journal, February 2021

  • Rotti, Aditya; Bolliet, Boris; Chluba, Jens
  • Monthly Notices of the Royal Astronomical Society, Vol. 503, Issue 4
  • DOI: 10.1093/mnras/stab469

On the Nature of Hydrostatic Equilibrium in Galaxy Clusters
journal, August 2016


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
  • DOI: 10.1088/0004-637X/724/2/878

Cosmological constraints from Planck galaxy clusters with CMB lensing mass bias calibration
journal, August 2019

  • Zubeldia, Íñigo; Challinor, Anthony
  • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 1
  • DOI: 10.1093/mnras/stz2153

The Canadian Cluster Comparison Project: detailed study of systematics and updated weak lensing masses★
journal, March 2015

  • Hoekstra, Henk; Herbonnet, Ricardo; Muzzin, Adam
  • Monthly Notices of the Royal Astronomical Society, Vol. 449, Issue 1
  • DOI: 10.1093/mnras/stv275

Dark energy constraints from the thermal Sunyaev–Zeldovich power spectrum
journal, March 2018

  • Bolliet, Boris; Comis, Barbara; Komatsu, Eiichiro
  • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 4
  • DOI: 10.1093/mnras/sty823

Measurement of intrinsic alignments in galaxy ellipticities
journal, July 2002


The Atacama Cosmology Telescope: a measurement of the Cosmic Microwave Background power spectra at 98 and 150 GHz
journal, December 2020

  • Choi, Steve K.; Hasselfield, Matthew; Ho, Shuay-Pwu Patty
  • Journal of Cosmology and Astroparticle Physics, Vol. 2020, Issue 12
  • DOI: 10.1088/1475-7516/2020/12/045

Concordance and discordance in cosmology
journal, February 2019


Atacama Cosmology Telescope: Component-separated maps of CMB temperature and the thermal Sunyaev-Zel’dovich effect
journal, July 2020


The Atacama Cosmology Telescope: Sunyaev-Zel'dovich selected galaxy clusters at 148 GHz from three seasons of data
journal, July 2013

  • Hasselfield, Matthew; Hilton, Matt; Marriage, Tobias A.
  • Journal of Cosmology and Astroparticle Physics, Vol. 2013, Issue 07
  • DOI: 10.1088/1475-7516/2013/07/008

Planck 2018 results: VI. Cosmological parameters
journal, September 2020


Dark Energy Survey Year 3 Results: Deep Field optical + near-infrared images and catalogue
journal, October 2021

  • Hartley, W. G.; Choi, A.; Amon, A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 509, Issue 3
  • DOI: 10.1093/mnras/stab3055

Probing the diffuse baryon distribution with the lensing-tSZ cross-correlation
journal, September 2015

  • Ma, Yin-Zhe; Waerbeke, Ludovic Van; Hinshaw, Gary
  • Journal of Cosmology and Astroparticle Physics, Vol. 2015, Issue 09
  • DOI: 10.1088/1475-7516/2015/09/046

Matter power spectrum and the challenge of percent accuracy
journal, April 2016

  • Schneider, Aurel; Teyssier, Romain; Potter, Doug
  • Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 04
  • DOI: 10.1088/1475-7516/2016/04/047

Profiles of dark haloes: evolution, scatter and environment
journal, March 2001


Characterizing hydrostatic mass bias with mock-X
journal, May 2021

  • Barnes, David J.; Vogelsberger, Mark; Pearce, Francesca A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 506, Issue 2
  • DOI: 10.1093/mnras/stab1276

Advances in constraining intrinsic alignment models with hydrodynamic simulations
journal, September 2021

  • Samuroff, S.; Mandelbaum, R.; Blazek, J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 508, Issue 1
  • DOI: 10.1093/mnras/stab2520

The Thermal and Gravitational Energy Densities in the Large-scale Structure of the Universe
journal, March 2021

  • Chiang, Yi-Kuan; Makiya, Ryu; Komatsu, Eiichiro
  • The Astrophysical Journal, Vol. 910, Issue 1
  • DOI: 10.3847/1538-4357/abe387

Intrinsic alignment-lensing interference as a contaminant of cosmic shear
journal, September 2004


Planck intermediate results : V. Pressure profiles of galaxy clusters from the Sunyaev-Zeldovich effect⋆
journal, February 2013


Constraints on intrinsic alignment contamination of weak lensing surveys using the MegaZ-LRG sample
journal, January 2011


A unified pseudo- C ℓ framework
journal, January 2019

  • Alonso, David; Sanchez, Javier; Slosar, Anže
  • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 3
  • DOI: 10.1093/mnras/stz093

CMB and SZ effect separation with constrained Internal Linear Combinations: CMB and SZ separation with constrained ILC
journal, November 2010

  • Remazeilles, Mathieu; Delabrouille, Jacques; Cardoso, Jean-François
  • Monthly Notices of the Royal Astronomical Society, Vol. 410, Issue 4
  • DOI: 10.1111/j.1365-2966.2010.17624.x

Cosmology from cosmic shear power spectra with Subaru Hyper Suprime-Cam first-year data
journal, March 2019

  • Hikage, Chiaki; Oguri, Masamune; Hamana, Takashi
  • Publications of the Astronomical Society of Japan, Vol. 71, Issue 2
  • DOI: 10.1093/pasj/psz010

Cross-correlation of the thermal Sunyaev–Zel’dovich effect and weak gravitational lensing: Planck and Subaru Hyper Suprime-Cam first-year data
journal, January 2020

  • Osato, Ken; Shirasaki, Masato; Miyatake, Hironao
  • Monthly Notices of the Royal Astronomical Society, Vol. 492, Issue 4
  • DOI: 10.1093/mnras/staa117

KiDS+GAMA: Intrinsic alignment model constraints for current and future weak lensing cosmology
journal, April 2019


An Improved Measurement of the Secondary Cosmic Microwave Background Anisotropies from the SPT-SZ + SPTpol Surveys
journal, February 2021


The Atacama Cosmology Telescope: A Catalog of >4000 Sunyaev–Zel’dovich Galaxy Clusters
journal, February 2021

  • Hilton, M.; Sifón, C.; Naess, S.
  • The Astrophysical Journal Supplement Series, Vol. 253, Issue 1
  • DOI: 10.3847/1538-4365/abd023

An accurate halo model for fitting non-linear cosmological power spectra and baryonic feedback models
journal, October 2015

  • Mead, A. J.; Peacock, J. A.; Heymans, C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 2
  • DOI: 10.1093/mnras/stv2036

On the Cluster Physics of Sunyaev-Zel'Dovich and X-Ray Surveys. ii. Deconstructing the Thermal sz Power Spectrum
journal, September 2012


Dark Energy Survey year 1 results: Cosmological constraints from galaxy clustering and weak lensing
journal, August 2018


Dark Energy Survey Year 3 results: Cosmology from cosmic shear and robustness to data calibration
journal, January 2022


Robust weak-lensing mass calibration of Planck galaxy clusters
journal, July 2014

  • von der Linden, Anja; Mantz, Adam; Allen, Steven W.
  • Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 3
  • DOI: 10.1093/mnras/stu1423

Dark Energy Survey Year 3 results: Cosmology from cosmic shear and robustness to modeling uncertainty
journal, January 2022


Dark Energy Survey year 3 results: point spread function modelling
journal, November 2020

  • Jarvis, M.; Bernstein, G. M.; Amon, A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 501, Issue 1
  • DOI: 10.1093/mnras/staa3679

Intrinsic alignments of galaxies in the Illustris simulation
journal, February 2017

  • Hilbert, Stefan; Xu, Dandan; Schneider, Peter
  • Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 1
  • DOI: 10.1093/mnras/stx482

Toward a Halo Mass Function for Precision Cosmology: The Limits of Universality
journal, December 2008

  • Tinker, Jeremy; Kravtsov, Andrey V.; Klypin, Anatoly
  • The Astrophysical Journal, Vol. 688, Issue 2
  • DOI: 10.1086/591439

Detection of thermal SZ-CMB lensing cross-correlation in Planck nominal mission data
journal, February 2014


A full sky, low foreground, high resolution CMB map from WMAP
journal, November 2008


Dark energy constraints from cosmic shear power spectra: impact of intrinsic alignments on photometric redshift requirements
journal, December 2007


Atacama Cosmology Telescope: Combined kinematic and thermal Sunyaev-Zel’dovich measurements from BOSS CMASS and LOWZ halos
journal, March 2021


Atacama Cosmology Telescope: Modeling the gas thermodynamics in BOSS CMASS galaxies from kinematic and thermal Sunyaev-Zel’dovich measurements
journal, March 2021


Constraining the properties of gaseous halos via cross-correlations of upcoming galaxy surveys and thermal Sunyaev-Zel’dovich maps
journal, February 2020


The Atacama Cosmology Telescope: The Two-season ACTPol Sunyaev–Zel’dovich Effect Selected Cluster Catalog
journal, March 2018

  • Hilton, Matt; Hasselfield, Matthew; Sifón, Cristóbal
  • The Astrophysical Journal Supplement Series, Vol. 235, Issue 1
  • DOI: 10.3847/1538-4365/aaa6cb

Non-thermal pressure support in X-COP galaxy clusters
journal, January 2019


Cosmology from the thermal Sunyaev-Zel’dovich power spectrum: Primordial non-Gaussianity and massive neutrinos
journal, September 2013


Dark Energy Survey Year 1 Results: Cosmological constraints from cluster abundances and weak lensing
journal, July 2020


Dissecting the thermal Sunyaev-Zeldovich-gravitational lensing cross-correlation with hydrodynamical simulations
journal, October 2015

  • Hojjati, Alireza; McCarthy, Ian G.; Harnois-Deraps, Joachim
  • Journal of Cosmology and Astroparticle Physics, Vol. 2015, Issue 10
  • DOI: 10.1088/1475-7516/2015/10/047

Dark Energy Survey Year 1 results: constraints on intrinsic alignments and their colour dependence from galaxy clustering and weak lensing
journal, August 2019

  • Samuroff, S.; Blazek, J.; Troxel, M. A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 4
  • DOI: 10.1093/mnras/stz2197

The thermal Sunyaev–Zel'dovich effect power spectrum in light of Planck
journal, April 2014

  • McCarthy, I. G.; Le Brun, A. M. C.; Schaye, J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 440, Issue 4
  • DOI: 10.1093/mnras/stu543

Weak-lensing Mass Calibration of ACTPol Sunyaev–Zel’dovich Clusters with the Hyper Suprime-Cam Survey
journal, April 2019

  • Miyatake, Hironao; Battaglia, Nicholas; Hilton, Matt
  • The Astrophysical Journal, Vol. 875, Issue 1
  • DOI: 10.3847/1538-4357/ab0af0

Including massive neutrinos in thermal Sunyaev Zeldovich power spectrum and cluster counts analyses
journal, July 2020

  • Bolliet, Boris; Brinckmann, Thejs; Chluba, Jens
  • Monthly Notices of the Royal Astronomical Society, Vol. 497, Issue 2
  • DOI: 10.1093/mnras/staa1835

Super sample covariance of the thermal Sunyaev-Zel’dovich effect
journal, March 2021


Planck 2015 results : XXII. A map of the thermal Sunyaev-Zeldovich effect
journal, September 2016


The CAMELS Project: Cosmology and Astrophysics with Machine-learning Simulations
journal, July 2021

  • Villaescusa-Navarro, Francisco; Anglés-Alcázar, Daniel; Genel, Shy
  • The Astrophysical Journal, Vol. 915, Issue 1
  • DOI: 10.3847/1538-4357/abf7ba

Planck 2015 results : VIII. High Frequency Instrument data processing: Calibration and maps
journal, September 2016


Deconstructing Thermal Sunyaev–Zel’Dovich—Gravitational Lensing Cross-Correlations: Implications for the Intracluster Medium
journal, October 2015


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
  • DOI: 10.1086/152650

GAMA+KiDS: Alignment of galaxies in galaxy groups and its dependence on galaxy scale
journal, July 2019


polychord: nested sampling for cosmology
journal, April 2015

  • Handley, W. J.; Hobson, M. P.; Lasenby, A. N.
  • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 450, Issue 1
  • DOI: 10.1093/mnrasl/slv047

Dark energy survey year 3 results: weak lensing shape catalogue
journal, April 2021

  • Gatti, M.; Sheldon, E.; Amon, A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 504, Issue 3
  • DOI: 10.1093/mnras/stab918

Dark Energy Survey Year 1 results: weak lensing mass calibration of redMaPPer galaxy clusters
journal, October 2018

  • McClintock, T.; Varga, T. N.; Gruen, D.
  • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 1
  • DOI: 10.1093/mnras/sty2711

A Measurement of the Galaxy Group-Thermal Sunyaev-Zel’dovich Effect Cross-Correlation Function
journal, January 2017

  • Vikram, Vinu; Lidz, Adam; Jain, Bhuvnesh
  • Monthly Notices of the Royal Astronomical Society
  • DOI: 10.1093/mnras/stw3311

hmcode-2020 : improved modelling of non-linear cosmological power spectra with baryonic feedback
journal, January 2021

  • Mead, A. J.; Brieden, S.; Tröster, T.
  • Monthly Notices of the Royal Astronomical Society, Vol. 502, Issue 1
  • DOI: 10.1093/mnras/stab082

2D-FFTLog: efficient computation of real-space covariance matrices for galaxy clustering and weak lensing
journal, June 2020

  • Fang (方啸), Xiao; Eifler, Tim; Krause, Elisabeth
  • Monthly Notices of the Royal Astronomical Society, Vol. 497, Issue 3
  • DOI: 10.1093/mnras/staa1726

Detection of large-scale intrinsic ellipticity--density correlation from the Sloan Digital Sky Survey and implications for weak lensing surveys
journal, April 2006


Constraints on the redshift evolution of astrophysical feedback with Sunyaev-Zel’dovich effect cross-correlations
journal, September 2019


Planck 2015 results : VI. LFI mapmaking
journal, September 2016


The interaction between feedback from active galactic nuclei and supernovae
journal, May 2013

  • Booth, C. M.; Schaye, Joop
  • Scientific Reports, Vol. 3, Issue 1
  • DOI: 10.1038/srep01738

Shocks in the stacked Sunyaev–Zel’dovich profiles of clusters – I. Analysis with the Three Hundred simulations
journal, September 2021

  • Baxter, Eric J.; Adhikari, Susmita; Vega-Ferrero, Jesús
  • Monthly Notices of the Royal Astronomical Society, Vol. 508, Issue 2
  • DOI: 10.1093/mnras/stab2720

Dark Energy Survey Year 3 results: redshift calibration of the weak lensing source galaxies
journal, May 2021

  • Myles, J.; Alarcon, A.; Amon, A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 505, Issue 3
  • DOI: 10.1093/mnras/stab1515

Methods for cluster cosmology and application to the SDSS in preparation for DES Year 1 release
journal, July 2019

  • Costanzi, M.; Rozo, E.; Simet, M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 4
  • DOI: 10.1093/mnras/stz1949

The Sunyaev-Zel'dovich angular power spectrum as a probe of cosmological parameters
journal, November 2002


Physical Models of Galaxy Formation in a Cosmological Framework
journal, August 2015


Galaxy formation theory
journal, October 2010