Published June 20, 2024 | Version Published
Journal Article Open

ICM-SHOX. I. Methodology Overview and Discovery of a Gas–Dark Matter Velocity Decoupling in the MACS J0018.5+1626 Merger

  • 1. ROR icon California Institute of Technology
  • 2. ROR icon Harvard-Smithsonian Center for Astrophysics
  • 3. ROR icon Max Planck Institute for Astronomy
  • 4. ROR icon National Institute of Astrophysics, Optics and Electronics
  • 5. ROR icon European Southern Observatory
  • 6. ROR icon Yale University
  • 7. ROR icon University of California, Davis
  • 8. ROR icon University of Massachusetts Amherst
  • 9. ROR icon Rochester Institute of Technology
  • 10. ROR icon Ben-Gurion University of the Negev

Abstract

Galaxy cluster mergers are rich sources of information to test cluster astrophysics and cosmology. However, cluster mergers produce complex projected signals that are difficult to interpret physically from individual observational probes. Multi-probe constraints on the gas and dark matter (DM) cluster components are necessary to infer merger parameters that are otherwise degenerate. We present Improved Constraints on Mergers with SZ, Hydrodynamical simulations, Optical, and X-ray (ICM-SHOX), a systematic framework to jointly infer multiple merger parameters quantitatively via a pipeline that directly compares a novel combination of multi-probe observables to mock observables derived from hydrodynamical simulations. We report a first application of the ICM-SHOX pipeline to MACS J0018.5+1626, wherein we systematically examine simulated snapshots characterized by a wide range of initial parameters to constrain the MACS J0018.5+1626 merger geometry. We constrain the epoch of MACS J0018.5+1626 to the range 0–60 Myr post-pericenter passage, and the viewing angle is inclined ≈27°–40° from the merger axis. We obtain constraints for the impact parameter (≲250 kpc), mass ratio (≈1.5–3.0), and initial relative velocity when the clusters are separated by 3 Mpc (≈1700–3000 km s−1). The primary and secondary clusters initially (at 3 Mpc) have gas distributions that are moderately and strongly disturbed, respectively. We discover a velocity space decoupling of the DM and gas distributions in MACS J0018.5+1626, traced by cluster-member galaxy velocities and the kinematic Sunyaev–Zel'dovich effect, respectively. Our simulations indicate this decoupling is dependent on the different collisional properties of the two distributions for particular merger epochs, geometries, and viewing angles.

Copyright and License

© 2024. The Author(s). Published by the American Astronomical Society. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.

Acknowledgement

Some of the data presented herein were obtained at the W. M. Keck Observatory, which is operated as a scientific partnership among the California Institute of Technology (Caltech), the University of California, and the National Aeronautics and Space Administration (NASA). The Observatory was made possible by the generous financial support of the W. M. Keck Foundation. The authors wish to recognize and acknowledge the very significant cultural role and reverence that the summit of Maunakea has always had within the indigenous Hawaiian community. We are most fortunate to have the opportunity to conduct observations from this mountain.

The X-ray observations in this analysis were obtained from the Chandra Data Archive. The hydrodynamical simulations were run on the Pleiades supercomputer at NASA/Ames Research Center. The simulation post-processing computations were conducted in the Resnick High Performance Computing Center, a facility supported by the Resnick Sustainability Institute at Caltech.

E.M.S. acknowledges support from a National Science Foundation Graduate Research Fellowship (NSF GRFP) under grant No. DGE-1745301, the Wallace L. W. Sargent Graduate Fellowship at Caltech, and NSF/AST-2206082. J.S. acknowledges support from NSF/AST-2206082. J.A.Z. and U.C. are funded by the Chandra X-ray Center, which is operated by the Smithsonian Astrophysical Observatory for and on behalf of NASA under contract NAS8-03060. E.B. acknowledges support from NSF/AST-2206083. A.Z. acknowledges support by grant No. 2020750 from the United States-Israel Binational Science Foundation (BSF) and grant No. 2109066 from the United States NSF, and by the Ministry of Science & Technology, Israel. T.M. acknowledges support from the AtLAST project, which has received funding from the European Union's Horizon 2020 research and innovation program under grant agreement No 951815. A.M. thanks support from Consejo Nacional de Humanidades Ciencias y Technologías (CONAHCYT) project A1-S-45680. We thank the anonymous reviewer for the detailed comments, which helped improve this manuscript.

Facilities

Keck/DEIMOS - , CXO - Chandra X-ray Observatory satellite, CSO - Caltech Submillimeter Observatory, (installed on the 10 m Atacama Submillimeter Telescope Experiment) - Atacama Submillimeter Telescope Experiment, Planck - European Space Agency's Planck space observatory, HST - Hubble Space Telescope satellite

Software References

GAMER-2 (Schive et al. 2018), Xspec 12.12.0 (Arnaud 1996), yt (Turk et al. 2011), pyXSIM (ZuHone & Hallman 2016), SOXS (ZuHone et al. 2023), mpi4py (Dalcin & Fang 2021), CIAO (Fruscione et al. 2006), PypeIt (Prochaska et al. 2020), spec2d (Cooper et al. 2012; Newman et al. 2013), SpecPro (Masters & Capak 2011), Pumpkin (Rhea et al. 2020), Astropy (Astropy Collaboration et al. 20132018), NumPy (van der Walt et al. 2011; Harris et al. 2020), Matplotlib (Hunter 2007), lmfit (Newville et al. 2014), Colossus (Diemer 2018), contbin (Sanders 2006), scikit-image; (van der Walt et al. 2014)

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Additional details

Identifiers

ISSN
1538-4357

Funding

W. M. Keck Foundation
Resnick Sustainability Institute
National Science Foundation
NSF Graduate Research Fellowship DGE-1745301
California Institute of Technology
Wallace L. W. Sargent Graduate Fellowship
National Science Foundation
AST-2206082
National Aeronautics and Space Administration
NAS8-03060
National Science Foundation
AST-2206083
United States-Israel Binational Science Foundation
2020750
National Science Foundation
AST-2109066
Ministry of Science, Technology and Space
European Research Council
951815
Consejo Nacional de Humanidades, Ciencias y Tecnologías
A1-S-45680

Caltech Custom Metadata

Caltech groups
Astronomy Department, Resnick Sustainability Institute