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Ninety gravitational wave events have been detected by the LIGO-Virgo-KAGRA network and are released in the Gravitational-Wave Transient Catalog. Among these events, 83 cases are definitely binary black hole mergers since the masses of all…

General Relativity and Quantum Cosmology · Physics 2024-12-20 Xiao-Fei Dong , Yong-Feng Huang , Zhi-Bin Zhang , Xiu-Juan Li , Ze-Cheng Zou , Chen-Ran Hu , Chen Deng , Yang Liu

The spins of merging binary black holes offer insights into their formation history. Recently it has been argued that in isolated binary evolution of two massive stars the firstborn black hole is slowly rotating, whilst the progenitor of…

High Energy Astrophysical Phenomena · Physics 2022-10-26 Floor S. Broekgaarden , Simon Stevenson , Eric Thrane

Retrieving the mass of a gravitational-wave (GW) source is a fundamental but difficult problem because the mass is degenerate with redshift. In astronomy, three types of redshift exist, namely cosmological, Doppler, and gravitational…

High Energy Astrophysical Phenomena · Physics 2019-04-17 Xian Chen , Shuo Li , Zhoujian Cao

We compare all the available observational data on the redshift evolution of the total stellar mass and star formation rate density in the Universe with the mass and accretion rate density evolution of supermassive black holes, estimated…

Astrophysics · Physics 2015-06-24 A. Merloni , G. Rudnick , T. Di Matteo

Gravitational wave detectors are observing an increasing number of binary black hole (BBH) mergers, revealing a bimodal mass distribution of BBHs, which hints at diverse formation histories for these systems. Using the rapid binary…

High Energy Astrophysical Phenomena · Physics 2025-10-10 Lei Li , Guoliang Lv , Chunhua Zhu , Sufen Guo , Hongwei Ge , Weimin Gu , Zhuowen Li , Xiaolong He

We introduce the first complete non-parametric model for the astrophysical distribution of the binary black hole (BBH) population. Constructed from basis splines, we use these models to conduct the most comprehensive data-driven…

High Energy Astrophysical Phenomena · Physics 2023-03-29 Bruce Edelman , Ben Farr , Zoheyr Doctor

The LIGO and Virgo gravitational-wave detectors have uncovered binary black hole systems with definitively nonzero spins, as well as systems with significant spin residing in the more massive black hole of the pair. We investigate the…

High Energy Astrophysical Phenomena · Physics 2022-07-12 Michael Zevin , Simone S. Bavera

Observations of gravitational waves (GWs) from merging compact binaries have become a regular occurrence. The continued advancement of the LIGO-Virgo-KAGRA (LVK) Collaboration detectors have now produced a catalog of over 90 such mergers,…

High Energy Astrophysical Phenomena · Physics 2024-04-01 Jaxen Godfrey , Bruce Edelman , Ben Farr

We reanalyse the LIGO-Virgo strain data of the 10 binary black hole mergers reported to date and compute the likelihood function in terms of chirp mass, mass ratio and effective spin. We discuss the strong degeneracy between mass ratio and…

High Energy Astrophysical Phenomena · Physics 2019-01-23 Javier Roulet , Matias Zaldarriaga

Gravitational-wave observations of massive, rapidly spinning binary black holes mergers provide increasing evidence for the dynamical origin of some mergers. Previous studies have interpreted the mergers with primary mass…

High Energy Astrophysical Phenomena · Physics 2025-11-10 Hui Tong , Thomas A. Callister , Maya Fishbach , Eric Thrane , Fabio Antonini , Simon Stevenson , Isobel M. Romero-Shaw , Fani Dosopoulou

The growing population of binary black holes (BBHs) observed by gravitational wave detectors is a potential Rosetta stone for understanding their formation channels. Here, we use an upgraded version of our semi-analytic codes {\sc…

High Energy Astrophysical Phenomena · Physics 2022-03-02 Michela Mapelli , Yann Bouffanais , Filippo Santoliquido , Manuel Arca Sedda , M. Celeste Artale

Recent observations of massive galaxies indicate that they double in mass and quintuple in size between redshift z = 1 and the present, despite undergoing very little star formation, suggesting that galaxy mergers drive the evolution. Since…

Cosmology and Nongalactic Astrophysics · Physics 2012-11-21 Sean T. McWilliams , Jeremiah P. Ostriker , Frans Pretorius

We investigate the joint mass-redshift evolution of the binary black-hole merger rate in the latest Gravitational-Wave Transient Catalog, GWTC-4.0. We present and apply a novel non-parametric framework for modeling multi-dimensional,…

High Energy Astrophysical Phenomena · Physics 2025-12-01 Rodrigo Tenorio , Alexandre Toubiana , Tristan Bruel , Davide Gerosa , Jonathan R. Gair

Binary black hole (BBH) systems detected via gravitational-wave (GW) emission are a recently opened astrophysical frontier with many unknowns and uncertainties. Accurate reconstruction of the binary distribution with as few assumptions as…

High Energy Astrophysical Phenomena · Physics 2024-11-22 Jam Sadiq , Thomas Dent , Mark Gieles

Current gravitational-wave data reveal structures in the mass function of binary compact objects. Properly modelling and deciphering such structures is the ultimate goal of gravitational-wave population analysis: in this context,…

High Energy Astrophysical Phenomena · Physics 2025-10-08 Stefano Rinaldi , Yajie Liang , Gabriele Demasi , Michela Mapelli , Walter Del Pozzo

There is increasing evidence for multiple binary black hole~(BBH) subpopulations in the cumulative gravitational wave catalog by the LIGO-Virgo-KAGRA Collaboration. The astrophysical interpretation of this complex underlying population is…

High Energy Astrophysical Phenomena · Physics 2026-03-19 Anarya Ray , Shirsha Mukherjee , Michael Zevin , Vicky Kalogera

The primary and secondary masses of the binary black holes (BBH) reported by LIGO/Virgo are correlated with a narrow dispersion that appears to increase in proportion to mass. The mean binary mass ratio $1.45\pm0.07$ we show is consistent…

General Relativity and Quantum Cosmology · Physics 2020-02-21 T. Broadhurst , J. M. Diego , G. F. Smoot

We present the population properties of binary black hole mergers identified by the $\tt{IAS\text{-}HM}$ pipeline (which incorporates higher-order modes in the search templates) during the third observing run (O3) of the LIGO, Virgo, and…

One of the crucial windows for distinguishing astrophysical black holes from primordial black holes is through the redshift evolution of their respective merger rates. The low redshift population of black holes of astrophysical origin is…

General Relativity and Quantum Cosmology · Physics 2021-07-21 Suvodip Mukherjee , Joseph Silk

One of the goals of gravitational-wave astronomy is to quantify the evolution of the compact binary merger rate with redshift. The redshift distribution of black hole mergers would offer considerable information about their evolutionary…

High Energy Astrophysical Phenomena · Physics 2020-06-24 Thomas Callister , Maya Fishbach , Daniel Holz , Will Farr