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This material is based upon work supported by NSF's LIGO Laboratory which is a major facility fully funded by the National Science Foundation. The authors also grate-fully acknowledge the support of the Science and Technology Facilities Council (STFC) of the United Kingdom, the Max-Planck-Society, and the State of Niedersachsen/Germany for support of the construction of Advanced LIGO and construction and operation of the GEO600 detector. Additional support for Advanced LIGO was provided by the Australian Research Council. The authors gratefully acknowledge the Italian Istituto Nazionale di Fisica Nucleare (INFN), the French Centre National de la Recherche Scientifique (CNRS), and the Netherlands Organization for Scientific Research for the construction and operation of the Virgo detector and the creation and support of the EGO consortium. The authors also gratefully acknowledge research support from these agencies as well as by the Council of Scientific and Industrial Research of India, the Department of Science and Technology, India, the Science & Engineering Research Board, India, the Ministry of Human Resource Development, India, the Spanish Agencia Estatal de Investigacion, the Spanish Ministerio de Ciencia e Innovacion and Ministerio de Universidades, the Conselleria de Fons Europeus, Universitat i Cultura and the Direccio General de Politica Universitaria i Recerca del Govern de les Illes Balears, the Conselleria d'Innovacio, Universitats, Ciencia i Societat Digital de la Generalitat Valenciana and the CERCA Programme Generalitat de Catalunya, Spain, the National Science Centre of Poland and the European Union-European Regional Development Fund; Foundation for Polish Science, the Swiss National Science Foundation, the Russian Foundation for Basic Research, the Russian Science Foundation, the European Commission, the European Social Funds, the European Regional Development Funds, the Royal Society, the Scottish Funding Council, the Scottish Universities Physics Alliance, the Hungarian Scientific Research Fund, the French Lyon Institute of Origins, the Belgian Fonds de la Recherche Scientifique, Actions de Recherche Concertees and Fonds Wetenschappelijk Onderzoek-Vlaanderen, Belgium, the Paris Ile-de-France Region, the National Research, Development and Innovation Office Hungary, the National Research Foundation of Korea, the Natural Science and Engineering Research Council Canada, Canadian Foundation for Innovation, the Brazilian Ministry of Science, Technology, and Innovations, the International Center for Theoretical Physics South American Institute for Fundamental Research, the Research Grants Council of Hong Kong, the National Natural Science Foundation of China, the Leverhulme Trust, the Research Corporation, the Ministry of Science and Technology, Taiwan, the United States Department of Energy, and the Kavli Foundation. The authors gratefully acknowledge the support of the NSF, STFC, INFN, and CNRS for provision of computational resources. This work was supported by MEXT, JSPS Leading-Edge Research Infrastructure Program, JSPS Grant-in-Aid for Specially Promoted Research, Grant No. 26000005, JSPS Grant-in -Aid for Scientific Research on Innovative Areas 2905, Grants No. JP17H06358, No. JP17H06361, and No. JP17H06364, JSPS Core-to-Core Program A. Advanced Research Networks, JSPS Grant-in-Aid for Scientific Research (S), Grants No. 17H06133 and No. 20H05639, JSPS Grant-in-Aid for Transformative Research Areas (A) 20A203, Grant No.JP20H05854, the joint research program of the Institute for Cosmic Ray Research, University of Tokyo, National Research Foundation and Computing Infrastructure Project of KISTI-GSDC in Korea, Academia Sinica (AS), AS Grid Center and the Ministry of Science and Technology in Taiwan under grants including Grant No. AS-CDA-105-M06, Advanced Technology Center of NAOJ, Mechanical Engineering Center of KEK.

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Population of merging compact binaries inferred using gravitational waves through GWTC-3

Publicated to:Physical Review X. 13 (1): e011048- - 2023-03-29 13(1), DOI: 10.1103/PhysRevX.13.011048

Authors: Abbott, R.; Abbott, T.D.; AcTrnese, F.; Ackley, K.; Adams, C.; Adhikari, N.; Adhikari, R.X.; Adya, V.B.; Affeldt, C.; Agarwal, D.; Agathos, M.; Agatsuma, K.; Aggarwal, N.; Aguiar, O.D.; Aiello, L.; Ain, A.; Ajith, P.; Akutsu, T.; de Alarcón, P.F.; Akcay, S.; Albanesi, S.; Allocca, A.; Altin, P.A.; Amato, A.; Anand, C.; Anand, S.; Ananyeva, A.; Anderson, S.B.; Anderson, W.G.; Ando,...

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Acad Sinica, Inst Phys, Taipei 11529, Taiwan - Author
Albert Einstein Inst, Max Planck Inst Gravitat Phys, D-14476 Potsdam, Germany - Author
Amer Univ, Washington, DC 20016 USA - Author
Andrews Univ, Berrien Springs, MI 49104 USA - Author
Aoyama Gakuin Univ, Dept Phys & Math, Sagamihara, Kanagawa 2525258, Japan - Author
Australian Natl Univ, OzGrav, Canberra, ACT 0200, Australia - Author
Bar Ilan Univ, IL-5290002 Ramat Gan, Israel - Author
Barcelona Inst Sci & Technol, Inst Fis Altes Energies IFAE, E-08193 Barcelona, Spain - Author
Bard Coll, 30 Campus Rd, Annandale On Hudson, NY 12504 USA - Author
Beijing Normal Univ, Dept Astron, Beijing 100875, Peoples R China - Author
Bellevue Coll, Bellevue, WA 98007 USA - Author
Calif State Univ Fullerton, Fullerton, CA 92831 USA - Author
Calif State Univ Los Angeles, 5151 State Univ Dr, Los Angeles, CA 90032 USA - Author
CALTECH, CaRT, Pasadena, CA 91125 USA - Author
CALTECH, LIGO Lab, Pasadena, CA 91125 USA - Author
Cardiff Univ, Grav Explorat Inst, Cardiff CF24 3AA, Wales - Author
Cardiff Univ, Sch Phys & Astron, Cardiff CF24 3AA, Wales - Author
Carleton Coll, Northfield, MN 55057 USA - Author
Catholic Univ Louvain, B-1348 Louvain La Neuve, Belgium - Author
Charles Sturt Univ, OzGrav, Wagga Wagga, NSW 2678, Australia - Author
Chennai Math Inst, Chennai 603103, Tamil Nadu, India - Author
Chinese Acad Sci, Innovat Acad Precis Measurement Sci & Technol APM, State Key Lab Magnet Resonance & Atom & Mol Phys, Wuhan 430071, Peoples R China - Author
Chinese Acad Sci, Natl Astron Observ, Beijing, Peoples R China - Author
Chinese Acad Sci, Shanghai Astron Observ, Shanghai 200030, Peoples R China - Author
Chinese Univ Hong Kong, Dept Phys, Fac Sci, Shatin, Hong Kong, Peoples R China - Author
Chinese Univ Hong Kong, Shatin, Hong Kong, Peoples R China - Author
Christopher Newport Univ, Newport News, VA 23606 USA - Author
Chung Ang Univ, Seoul 06974, South Korea - Author
Chungnam Natl Univ, Astron & Space Sci, Daejeon 34134, South Korea - Author
CNR, Ist Sistemi Complessi, Piazzale Aldo Moro 5, I-00185 Rome, Italy - Author
CNRS, ESPCI, F-75005 Paris, France - Author
Colorado State Univ, Ft Collins, CO 80523 USA - Author
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Cornell Univ, Ithaca, NY 14850 USA - Author
Ctr Res & Dev Math & Applicat, Campus Santiago, P-3810183 Aveiro, Portugal - Author
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Directorate Construct Serv & Estate Management, Mumbai 400094, Maharashtra, India - Author
Embry Riddle Aeronaut Univ, Prescott, AZ 86301 USA - Author
Eotvos Lorand Univ, Inst Phys, MTA ELTE Astrophys Res Grp, H-1117 Budapest, Hungary - Author
European Gravitat Observ EGO, I-56021 Pisa, Italy - Author
Ewha Womans Univ, Dept Phys, Seoul 03760, South Korea - Author
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Flatiron Inst, Ctr Computat Astrophys, New York, NY 10010 USA - Author
Friedrich Schiller Univ Jena, Theoret Phys Inst, D-07743 Jena, Germany - Author
Fukuoka Univ, Dept Appl Phys, Fukuoka, Fukuoka 8140180, Japan - Author
Georgia Inst Technol, Sch Phys, Atlanta, GA 30332 USA - Author
Grad Univ Adv Studies SOKENDAI, Dept Space & Astronaut Sci, Sagamihara, Kanagawa 2525210, Japan - Author
Grad Univ Adv Studies SOKENDAI, Mitaka, Tokyo 1818588, Japan - Author
Grad Univ Adv Studies Sokendai, Sch High Energy Accelerator Sci, Tsukuba, Ibaraki 3050801, Japan - Author
Gran Sasso Sci Inst GSSI, I-67100 Laquila, Italy - Author
Hanyang Univ, Dept Phys, Seoul 04763, South Korea - Author
High Energy Accelerator Res Org KEK, Accelerator Lab, Tsukuba, Ibaraki 3050801, Japan - Author
High Energy Accelerator Res Org KEK, Appl Res Lab, Tsukuba, Ibaraki 3050801, Japan - Author
Hirosaki Univ, Gravitat Wave Sci Project, Dept Math & Phys, Hirosaki, Aomori 0368561, Japan - Author
Hiroshima Univ, Dept Phys Sci, Higashihiroshima, Hiroshima 9030213, Japan - Author
Hobart & William Smith Coll, Geneva, NY 14456 USA - Author
Hosei Univ, Grad Sch Sci & Engn, Koganei, Tokyo 1848584, Japan - Author
Hungarian Acad Sci, Inst Nucl Res, Bem Ter 18-c, H-4026 Debrecen, Hungary - Author
ICREA, E-08193 Barcelona, Spain - Author
INAF, Osservatorio Astrofis & Sci Spazio, I-40129 Bologna, Italy - Author
INAF, Osservatorio Astrofis Arcetri, Largo E Fermi 5, I-50125 Florence, Italy - Author
INAF, Osservatorio Astron Brera Sede Merate, I-23807 Merate, Lecco, Italy - Author
INAF, Osservatorio Astron Capodimonte, I-80131 Naples, Italy - Author
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Indian Inst Sci Educ & Res, Mohanpur 741252, W Bengal, India - Author
Indian Inst Sci Educ & Res, Pune 411008, Maharashtra, India - Author
Indian Inst Technol Hyderabad, Khandi 502285, Telangana, India - Author
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Indian Inst Technol, Gandhinagar 382355, Gujarat, India - Author
Indian Inst Technol, Mumbai 400076, Maharashtra, India - Author
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Inje Univ Gimhae, South Gyeongsang 50834, South Korea - Author
Inst Appl Phys, Nizhnii Novgorod 603950, Russia - Author
Inst Fis Teor CA, Madrid 28049, Spain - Author
Inst Hautes Etud Sci, F-91440 Bures Sur Yvette, France - Author
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Inst Space & Astronaut Sci JAXA, Chuo Ku, Sagamihara, Kanagawa 2520222, Japan - Author
Interuniv Ctr Astron & Astrophys, Pune 411007, Maharashtra, India - Author
Kenyon Coll, Gambier, OH 43022 USA - Author
Korea Astron & Space Sci Inst KASI, Daejeon 34055, South Korea - Author
Korea Astron & Space Sci Inst, Daejeon 34055, South Korea - Author
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Kyoto Univ, Dept Phys, Sakyou Ku, Kyoto, Kyoto 6068502, Japan - Author
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Leibniz Univ Hannover, D-30167 Hannover, Germany - Author
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Lomonosov Moscow State Univ, Fac Phys, Moscow 119991, Russia - Author
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Maastricht Univ, POB 616, NL-6200 MD Maastricht, Netherlands - Author
Marquette Univ, 11420 W Clybourn St, Milwaukee, WI 53233 USA - Author
Max Planck Inst Gravitat Phys, Albert Einstein Inst, D-30167 Hannover, Germany - Author
Missouri Univ Sci & Technol, Rolla, MO 65409 USA - Author
MIT, LIGO Lab, 77 Massachusetts Ave, Cambridge, MA 02139 USA - Author
Monash Univ, Sch Phys & Astron, OzGrav, Clayton, Vic 3800, Australia - Author
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Museo Stor Fis, I-00184 Rome, Italy - Author
Myongji Univ, Dept Phys, Yongin 17058, South Korea - Author
Nagaoka Coll, Natl Inst Technol, Dept Elect Control Engn, Nagaoka, Niigata 9408532, Japan - Author
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Nagoya Univ, Dept Phys, Chikusa Ku, Nagoya, Aichi 4648602, Japan - Author
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Nihon Univ, Coll Ind Technol, Narashino, Chiba 2758575, Japan - Author
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Nikhef, Sci Pk 105, NL-1098 XG Amsterdam, Netherlands - Author
Northwestern Univ, Ctr Interdisciplinary Explorat & Res Astrophys CI, Evanston, IL 60208 USA - Author
Osaka City Univ, Grad Sch Sci, Dept Phys, Sumiyoshi Ku, Osaka, Osaka 5588585, Japan - Author
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Osaka Inst Technol, Fac Informat Sci & Technol, Hirakata, Osaka 5730196, Japan - Author
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Peking Univ, Kavli Inst Astron & Astrophys, Beijing 100871, Peoples R China - Author
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Polish Acad Sci, Inst Math, PL-00656 Warsaw, Poland - Author
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Pusan Natl Univ, Busan 46241, South Korea - Author
Radboud Univ Nijmegen, Dept Astrophys, IMAPP, POB 9010, NL-6500 GL Nijmegen, Netherlands - Author
Rikkyo Univ, Dept Phys, Toshima Ku, Tokyo 1718501, Japan - Author
RMKI, Wigner RCP, Konkoly Thege Miklos Ut 29-33, H-1121 Budapest, Hungary - Author
Rochester Inst Technol, Rochester, NY 14623 USA - Author
RRCAT, Indore 452013, Madhya Pradesh, India - Author
Rutherford Appleton Lab, Didcot OX11 0DE, Oxon, England - Author
Ryukoku Univ, Fac Law, Fushimi Ku, Kyoto, Kyoto 6128577, Japan - Author
Saha Inst Nucl Phys, Bidhannagar 700064, W Bengal, India - Author
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Sejong Univ, Dept Phys & Astron, Seoul 143747, South Korea - Author
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Vrije Univ Brussel, Blvd Plaine 2, B-1050 Ixelles, Belgium - Author
Warsaw Univ, Astron Observ, PL-00478 Warsaw, Poland - Author
West Virginia Univ, Morgantown, WV 26506 USA - Author
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Abstract

We report on the population properties of compact binary mergers inferred from gravitational-wave observations of these systems during the first three LIGO-Virgo observing runs. The Gravitational-Wave Transient Catalog 3 (GWTC-3) contains signals consistent with three classes of binary mergers: binary black hole, binary neutron star, and neutron star-black hole mergers. We infer the binary neutron star merger rate to be between 10 and 1700 Gpc-3 yr-1 and the neutron star-black hole merger rate to be between 7.8 and 140 Gpc-3 yr-1, assuming a constant rate density in the comoving frame and taking the union of 90% credible intervals for methods used in this work. We infer the binary black hole merger rate, allowing for evolution with redshift, to be between 17.9 and 44 Gpc-3 yr-1 at a fiducial redshift (z = 0.2). The rate of binary black hole mergers is observed to increase with redshift at a rate proportional to o1 + z thorn kappa with kappa = 2.9+1.7 -1.8 for z less than or similar to 1. Using both binary neutron star and neutron star-black hole binaries, we obtain a broad, relatively flat neutron star mass distribution extending from 1.2+0.1-0.2to 2.0+0.3 -0.3 M circle dot. We confidently determine that the merger rate as a function of mass sharply declines after the expected maximum neutron star mass, but cannot yet confirm or rule out the existence of a lower mass gap between neutron stars and black holes. We also find the binary black hole mass distribution has localized over-and underdensities relative to a power-law distribution, with peaks emerging at chirp masses of 8.3+0.3-0.5 and 27.9+1.9 -1.8 M circle dot. While we continue to find that the mass distribution of a binary's more massive component strongly decreases as a function of primary mass, we observe no evidence of a strongly suppressed merger rate above approximately 60M circle dot, which would indicate the presence of a upper mass gap. Observed black hole spins are small, with half of spin magnitudes below chi i approximate to 0.25. While the majority of spins are preferentially aligned with the orbital angular momentum, we infer evidence of antialigned spins among the binary population. We observe an increase in spin magnitude for systems with more unequal-mass ratio. We also observe evidence of misalignment of spins relative to the orbital angular momentum.

Keywords
Binary neutron starsBlack holesBlack-hole mergersEvolutionGamma-ray burstsGlobular-clustersGravitational effectsGravitational-wavesGravity wavesImpactLigoMass gapMaximum massMergers and acquisitionsMergingNeutron starsNeutron-starsNeutronsRed shiftSpinStar-clusters implicationsStarsStars - starsStars: black holesTransient catalogsWave transients

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Physical Review X due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2023, it was in position 6/112, thus managing to position itself as a Q1 (Primer Cuartil), in the category Physics, Multidisciplinary. Notably, the journal is positioned above the 90th percentile.

Undoubtedly, from the perspective of the observed impact of the contribution, the fact that this work is categorized as a “Hot Paper” by the ESI (Clarivate) agency highlights its exceptional impact and relevance within research. This means that it ranks within the top 0.1% of the most cited works in its thematic field. (source consulted: ESI Nov 14, 2024)

And this is evidenced by the extremely high normalized impacts through some of the main indicators of this type, which, although dynamic over time and dependent on the set of average global citations at the time of calculation, already indicate that they are well above the average in different agencies:

  • Field Citation Ratio (FCR) from Dimensions: 367.08 (source consulted: Dimensions May 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-05-13, the following number of citations:

  • WoS: 328
Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-05-13:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 88.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 87 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 233.82.
  • The number of mentions on the social network X (formerly Twitter): 34 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: https://repositorio.uam.es/handle/10486/715143
Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Australia; Belgium; Brazil; Canada; China; France; Georgia; Germany; Hong Kong; Hungary; India; Israel; Italy; Japan; Monaco; Netherlands; Peru; Poland; Portugal; Republic of Korea; Russia; Switzerland; Taiwan; United Kingdom; United States of America.