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We develop a parametrised model to describe the formation and evolution of massive black holes, designed for comparisons with both electromagnetic and gravitational wave observations. Using an extended Press-Schechter formalism, we generate…

The LIGO-Virgo Collaboration has so far detected around 90 black holes, some of which have masses larger than what were expected from the collapse of stars. The mass distribution of LIGO-Virgo black holes appears to have a peak at…

Cosmology and Nongalactic Astrophysics · Physics 2021-04-28 Heling Deng

Gravitational waves (GWs) from compact binary coalescences provide an independent probe of the cosmic expansion history other than electromagnetic waves. In this work, we assume the binary black holes (BBHs) detected by LIGO-Virgo-KAGRA…

Cosmology and Nongalactic Astrophysics · Physics 2025-03-28 Zu-Cheng Chen , Shen-Shi Du , Qing-Guo Huang , Zhi-Qiang You

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

A number of scenarios have been proposed for the origin of the supermassive black holes (SMBHs) that are found in the centres of most galaxies. Many such scenarios predict a high-redshift population of massive black holes (MBHs), with…

Cosmology and Nongalactic Astrophysics · Physics 2015-05-19 Joseph E. Plowman , Ronald W. Hellings , Sachiko Tsuruta

The massive black holes we observe in galaxies today are the natural end-product of a complex evolutionary path, in which black holes seeded in proto-galaxies at high redshift grow through cosmic history via a sequence of mergers and…

Cosmology and Nongalactic Astrophysics · Physics 2011-03-23 Alberto Sesana , Jonathan R. Gair , Emanuele Berti , Marta Volonteri

Third-generation gravitational-wave detectors will observe up to millions of merging binary black holes. With such a vast dataset, stacking events into population analyses will arguably be more important than analyzing single sources. We…

High Energy Astrophysical Phenomena · Physics 2025-03-14 Viola De Renzis , Francesco Iacovelli , Davide Gerosa , Michele Mancarella , Costantino Pacilio

We characterize the expected statistical errors with which the parameters of black-hole binaries can be measured from gravitational-wave (GW) observations of their inspiral, merger and ringdown by a network of second-generation ground-based…

General Relativity and Quantum Cosmology · Physics 2016-12-07 Archisman Ghosh , Walter Del Pozzo , Parameswaran Ajith

Estimates of the source parameters of gravitational-wave (GW) events produced by compact binary mergers rely on theoretical models for the GW signal. We present the first frequency-domain model for inspiral, merger and ringdown of the GW…

General Relativity and Quantum Cosmology · Physics 2020-03-16 Sebastian Khan , Frank Ohme , Katerina Chatziioannou , Mark Hannam

Understanding the astrophysical origins of binary black holes requires accurate and flexible modeling of multi-dimensional population properties. In this paper, using a data-driven framework based on binned Gaussian processes, we…

High Energy Astrophysical Phenomena · Physics 2025-12-01 Omkar Sridhar , Anarya Ray , Vicky Kalogera

LISA should detect gravitational waves from tens to hundreds of systems containing black holes with mass in the range from 10 thousand to 10 million solar masses. Black holes in this mass range are not well constrained by current…

General Relativity and Quantum Cosmology · Physics 2011-04-22 Jonathan R Gair , Alberto Sesana , Emanuele Berti , Marta Volonteri

Recent work paints a conflicting portrait of the distribution of black hole spins in merging binaries measured with gravitational waves. Some analyses find that a significant fraction of merging binaries contain at least one black hole with…

General Relativity and Quantum Cosmology · Physics 2022-04-26 Shanika Galaudage , Colm Talbot , Tushar Nagar , Deepnika Jain , Eric Thrane , Ilya Mandel

Pair-instability supernovae (PISN) will not leave compact remnants and hence yield a mass gap of the black holes. Though a transition point at $\approx 46M_\odot$, separating low- and high-spin black hole populations and interpreted as…

High Energy Astrophysical Phenomena · Physics 2026-05-22 Yuan-Zhu Wang , Yin-Jie Li , Shi-Jie Gao , Shao-Peng Tang , Yi-Zhong Fan

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…

Prior to the detection of black holes (BHs) via the gravitational waves (GWs) they generate at merger, the presence of BHs was inferred in X-ray binaries, mostly via dynamical measurements, with masses in the range between $\sim…

High Energy Astrophysical Phenomena · Physics 2019-06-12 Rosalba Perna , Yi-Han Wang , Will M. Farr , Nathan Leigh , Matteo Cantiello

Black hole population studies are currently performed either using astrophysically motivated models (informed but rigid in their functional forms) or via non-parametric methods (flexible but not directly interpretable). In this paper, we…

Instrumentation and Methods for Astrophysics · Physics 2026-02-25 Stefano Rinaldi

Pair-instability supernovae leave behind no compact remnants, resulting in a predicted gap in the distribution of stellar black-hole masses. Gravitational waves from binary black-hole mergers probe the relevant mass range and analyses of…

High Energy Astrophysical Phenomena · Physics 2026-05-12 Matthew Mould , Jack Heinzel , Sofia Alvarez-Lopez , Cailin Plunkett , Noah E. Wolfe , Salvatore Vitale

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

Over the course of the third observing run of LIGO-Virgo-KAGRA Collaboration, several gravitational-wave (GW) neutron star--black hole (NSBH) candidates have been announced. By assuming these candidates are real signals and of astrophysical…

High Energy Astrophysical Phenomena · Physics 2022-04-07 Jin-Ping Zhu , Shichao Wu , Ying Qin , Bing Zhang , He Gao , Zhoujian Cao

The relation between the mass and spin of stellar-mass binary black holes (BBHs) has been proposed to be a smoking gun for the presence of multiple formation channels for compact objects. First-generation black holes (BHs) formed by…

General Relativity and Quantum Cosmology · Physics 2024-12-04 Grégoire Pierra , Simone Mastrogiovanni , Stéphane Perriès