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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…

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 astrophysical origins of the binary black hole systems seen with gravitational waves are still not well understood. However, features in the distribution of black-hole masses, spins, redshifts, and eccentricities provide clues into how…

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

The individual component spins of binary black holes (BBHs) are difficult to resolve using gravitational-wave observations but carry key signatures of the processes shaping their formation and evolution. Recent analyses have found…

General Relativity and Quantum Cosmology · Physics 2026-04-23 Lillie Szemraj , Sylvia Biscoveanu

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 spins of binary black holes (BBHs) measured from gravitational waves carry notable information of the formation pathways. Here we propose a quantity "dimensionless net spin" ($\chi_{\rm N}$), which is related to the sum of angular…

High Energy Astrophysical Phenomena · Physics 2024-06-06 Wei-Hua Guo , Yin-Jie Li , Yuan-Zhu Wang , Yong Shao , Shichao Wu , Tao Zhu , Yi-Zhong Fan

Studying how the black hole (BH) - (galaxy) bulge mass relation evolves with redshift provides valuable insights into the co-evolution of supermassive black holes and their host galaxies. However, obtaining accurate measurement of BH masses…

Cosmology and Nongalactic Astrophysics · Physics 2024-03-13 Musfar Muhamed Kozhikkal , Siyuan Chen , Gilles Theureau , Melanie Habouzit , Alberto Sesana

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

The current interpretation of LIGO--Virgo--KAGRA data suggests that the primary mass function of merging binary black holes (BBHs) at redshift $z\lesssim 1$ contains multiple structures, while spins are relatively low. Theoretical models of…

Astrophysics of Galaxies · Physics 2023-03-23 Manuel Arca Sedda , Michela Mapelli , Matthew Benacquista , Mario Spera

The spin characteristics of black holes offer valuable insights into the evolutionary pathways of their progenitor stars, crucial for understanding the broader population properties of black holes. Traditional Hierarchical Bayesian…

General Relativity and Quantum Cosmology · Physics 2024-08-29 Li Tang , Xi-Long Fan

The relative spin orientations of black holes (BHs) in binaries encode their evolutionary history: BHs assembled dynamically should have isotropically distributed spins, while spins of the BHs originating in the field should be aligned with…

High Energy Astrophysical Phenomena · Physics 2023-04-12 Vishal Baibhav , Zoheyr Doctor , Vicky Kalogera

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 degree of black-hole spin-orbit misalignment ("tilts") in the astrophysical population could be a powerful diagnostic to distinguish between binary formation in isolation, in dynamical environments, or in hierarchical triples. However,…

High Energy Astrophysical Phenomena · Physics 2026-05-08 Noah E. Wolfe , Salvatore Vitale , Michael Zevin

The LIGO-Virgo-KAGRA collaborations have reported gravitational wave signals from more than 150 binary black holes in the fourth catalog (GWTC-4). Here, we investigate the population properties of these binary black holes using the…

High Energy Astrophysical Phenomena · Physics 2025-10-31 Vaibhav Tiwari

The spin properties of merging black holes observed with gravitational waves can offer novel information about the origin of these systems. The magnitude and orientations of black hole spins offer a record of binaries' evolutionary history,…

High Energy Astrophysical Phenomena · Physics 2022-10-04 Thomas A. Callister , Simona J. Miller , Katerina Chatziioannou , Will M. Farr

Observations of gravitational waves from binary black hole (BBH) mergers have measured the redshift evolution of the BBH merger rate. The number density of galaxies in the Universe evolves differently with redshift based on their physical…

High Energy Astrophysical Phenomena · Physics 2025-02-05 Aditya Vijaykumar , Maya Fishbach , Susmita Adhikari , Daniel E. Holz

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 spin orientations of spinning binary black hole (BBH) mergers detected by ground-based gravitational wave detectors such as LIGO and Virgo can provide important clues about the formation of such binaries. However, these spin tilts,…

High Energy Astrophysical Phenomena · Physics 2024-02-29 Sumeet Kulkarni , Nathan K. Johnson-McDaniel , Khun Sang Phukon , N. V. Krishnendu , Anuradha Gupta

Attempts to understand the formation of binary black hole (BBH) systems detected via gravitational wave (GW) emission are affected by many unknowns and uncertainties, from both the observational and theoretical (astrophysical modelling)…

High Energy Astrophysical Phenomena · Physics 2025-12-18 Jam Sadiq , Thomas Dent , Ana Lorenzo-Medina

The Advanced LIGO and Virgo detectors have now observed approximately 50 black-hole-binary mergers, from which we can begin to infer how rapidly astrophysical black holes spin. The LIGO-Virgo Collaboration (LVC) analysis of detections up to…

General Relativity and Quantum Cosmology · Physics 2022-04-26 Charlie Hoy , Stephen Fairhurst , Mark Hannam , Vaibhav Tiwari