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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

Population inference of gravitational-wave catalogues is a useful tool to translate observations of black-hole mergers into constraints on compact-binary formation. Different formation channels predict identifiable signatures in the…

High Energy Astrophysical Phenomena · Physics 2022-10-20 Matthew Mould , Davide Gerosa , Floor S. Broekgaarden , Nathan Steinle

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

Analyses of the growing catalog of binary black hole (BBH) mergers observed by the LIGO-Virgo-KAGRA detectors are beginning to resolve features in their population-level mass, spin, and redshift distributions, revealing imprints of the…

High Energy Astrophysical Phenomena · Physics 2026-05-26 April Qiu Cheng , Alexandre Toubiana , Sylvia Biscoveanu , Jonathan Gair

While the Advanced LIGO and Virgo gravitational-wave experiments now regularly observe binary black hole mergers, the evolutionary origin of these events remains a mystery. Analysis of the binary black hole spin distribution may shed light…

High Energy Astrophysical Phenomena · Physics 2020-06-10 Simona Miller , Thomas A. Callister , Will Farr

Theoretical studies of angular momentum transport suggest that isolated stellar-mass black holes are born with negligible dimensionless spin magnitudes $\chi \lesssim 0.01$. However, recent gravitational-wave observations indicate $\gtrsim…

High Energy Astrophysical Phenomena · Physics 2024-03-25 Christian Adamcewicz , Shanika Galaudage , Paul D. Lasky , Eric Thrane

We study the expected spin misalignments of merging binary black holes (BHs) formed in isolation by combining state-of-the-art population-synthesis models with efficient post-Newtonian evolutions, thus tracking sources from stellar…

High Energy Astrophysical Phenomena · Physics 2018-10-23 Davide Gerosa , Emanuele Berti , Richard O'Shaughnessy , Krzysztof Belczynski , Michael Kesden , Daniel Wysocki , Wojciech Gladysz

The origins of coalescing binary black holes (BBHs) detected by the advanced LIGO/Virgo are still under debate, and clues may be present in the joint mass-spin distribution of these merger events. Here we construct phenomenological models…

High Energy Astrophysical Phenomena · Physics 2023-01-13 Yuan-Zhu Wang , Yin-Jie Li , Jorick S. Vink , Yi-Zhong Fan , Shao-Peng Tang , Ying Qin , Da-Ming Wei

The population of binary black hole (BBH) mergers observed by the LIGO-Virgo-KAGRA (LVK) collaboration offers a window into the cosmic evolution of compact binaries and their formation. We employ the semi-analytic population-synthesis code…

Templates modeling just the dominant mode of gravitational radiation are generally sufficient for the unbiased parameter inference of near-equal-mass compact binary mergers. However, neglecting the subdominant modes can bias the inference…

General Relativity and Quantum Cosmology · Physics 2024-09-04 Mukesh Kumar Singh , Shasvath J Kapadia , Aditya Vijaykumar , Parameswaran Ajith

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

We investigate formation channels for merging binary black holes (BBHs) in GWTC-3, with a dedicated semiparametric population model. The model first describes or excludes a high-spin (with magnitudes of $\sim0.7$) and high-mass (ranging in…

High Energy Astrophysical Phenomena · Physics 2024-11-08 Yin-Jie Li , Shao-Peng Tang , Shi-Jie Gao , Dao-Cheng Wu , Yuan-Zhu Wang

The vast majority of compact binary mergers in the Universe produce gravitational waves that are too weak to yield unambiguous detections; they are unresolved. We present a method to infer the population properties of compact binaries --…

High Energy Astrophysical Phenomena · Physics 2020-06-17 Rory Smith , Colm Talbot , Francisco Hernandez Vivanco , Eric Thrane

In dense stellar environments, the merger products of binary black hole mergers may undergo additional mergers. These hierarchical mergers are predicted to have higher masses than the first generation of black holes made from stars. The…

High Energy Astrophysical Phenomena · Physics 2020-10-16 Chase Kimball , Colm Talbot , Christopher P. L. Berry , Matthew Carney , Michael Zevin , Eric Thrane , Vicky Kalogera

Gravitational waves from binary black holes have the potential to yield information on both of the intrinsic parameters that characterize the compact objects: their masses and spins. While the component masses are usually resolvable, the…

High Energy Astrophysical Phenomena · Physics 2021-05-05 Sylvia Biscoveanu , Maximiliano Isi , Salvatore Vitale , Vijay Varma

The detection of double black hole (BH+BH) mergers provides a unique possibility to understand their physical properties and origin. To date, the LIGO-Virgo-KAGRA network of high-frequency gravitational wave observatories have announced the…

High Energy Astrophysical Phenomena · Physics 2022-10-26 Thomas M. Tauris

Formation channels of merging compact binaries imprint themselves on the distributions and correlations of their source parameters, but current understanding of this population is hindered by simplified parametric models. We overcome such…

High Energy Astrophysical Phenomena · Physics 2025-07-03 Jack Heinzel , Matthew Mould , Salvatore Vitale

In this paper we propose a novel technique to constrain the progenitor binary black hole (BBH) formation history using the remnant masses and spins of merged black holes (BHs). Exploring different models, we found that dynamically formed…

Astrophysics of Galaxies · Physics 2018-12-19 Manuel Arca Sedda , Matthew Benacquista

Gravitational-wave observations are playing an instrumental role in understanding the population of binary compact objects in the Universe. These observations have begun to hint at the mass distribution of binary black holes (BBHs), with…

High Energy Astrophysical Phenomena · Physics 2026-05-19 Upasana Das , Suvodip Mukherjee

The evolution of the spin and tilt of black holes in compact black hole - neutron star and black hole - black hole binary systems is investigated within the framework of the coalescing compact star binary model for short gamma ray bursts…