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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

We present the mass--spin diagram for classifying black holes and studying their formation pathways providing an analogue to the Hertzsprung-Russell diagram. This allows for black hole evolutionary tracks as a function of redshift,…

High Energy Astrophysical Phenomena · Physics 2025-11-25 Nathan Steinle , Samar Safi-Harb

Gravitational waves (GW), emanating from binary black holes (BBH), encode vital information about their source. GW signals enable us to deduce key properties of the BBH population across the universe, including mass, spin, and eccentricity…

General Relativity and Quantum Cosmology · Physics 2024-10-08 Muhammad Zeeshan , Richard O'Shaughnessy

We perform a detailed study of the cosmological bias of gravitational gave (GW) events produced by binary black hole mergers (BBHM). We start from a BBHM distribution modeled inside the EAGLE hydrodyamical simulation using the population…

Cosmology and Nongalactic Astrophysics · Physics 2023-05-30 Matteo Peron , Sarah Libanore , Andrea Ravenni , Michele Liguori , Maria Celeste Artale

Massive black hole (MBH) binary inspiral time scales are uncertain, and their spins are even more poorly constrained. Spin misalignment, along with unequal mass ratios and spin magnitudes, introduces asymmetry in the gravitational…

Astrophysics of Galaxies · Physics 2021-05-21 Mohammad Sayeb , Laura Blecha , Luke Zoltan Kelley , Davide Gerosa , Michael Kesden , July Thomas

Repeated black-hole mergers in dense stellar clusters are a plausible mechanism to populate the predicted gap in black hole masses due to the pair-instability supernova process. These hierarchical mergers carry distinct spin characteristics…

General Relativity and Quantum Cosmology · Physics 2026-05-06 Cailin Plunkett , Thomas Callister , Michael Zevin , Salvatore Vitale

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

We construct evolutionary tracks for massive black hole binaries (MBHBs) embedded in a surrounding distribution of stars. The dynamics of the binary is evolved by taking into account the erosion of the central stellar cusp bound to the…

Cosmology and Nongalactic Astrophysics · Physics 2011-08-03 A. Sesana

The ground-based measurement of gravitational waves (GW) from merging binary black holes (BBH) uniquely allows determination of spins of stellar-remnant black holes (BH), thereby offering insights into their formation mechanisms. The…

High Energy Astrophysical Phenomena · Physics 2025-07-08 Sambaran Banerjee , Aleksandra Olejak

Observations of gravitational waves and their electromagnetic counterparts may soon uncover the existence of coalescing compact binary systems formed by a stellar-mass black hole and a neutron star. These mergers result in a remnant black…

General Relativity and Quantum Cosmology · Physics 2020-01-31 Francesco Zappa , Sebastiano Bernuzzi , Francesco Pannarale , Michela Mapelli , Nicola Giacobbo

We study the spin dynamics of individual black holes in a binary system. In particular we focus on the polar precession of spins and the possibility of a complete flip of spins with respect to the orbital plane. We perform a full numerical…

General Relativity and Quantum Cosmology · Physics 2016-02-17 Carlos O. Lousto , James Healy , Hiroyuki Nakano

The next generation of ground-based gravitational wave detectors may detect a few mergers of comparable-mass M\simeq 100-1000 Msun ("intermediate-mass'', or IMBH) spinning black holes. Black hole spin is known to have a significant impact…

General Relativity and Quantum Cosmology · Physics 2010-11-11 Richard O'Shaughnessy , Birjoo Vaishnav , James Healy , Deirdre Shoemaker

A population of more than 50 binary black hole mergers has now been observed by the LIGO and Virgo gravitational-wave observatories. While neutron stars are known to have large velocities associated with impulsive kicks imparted to them at…

High Energy Astrophysical Phenomena · Physics 2022-03-02 Simon Stevenson

We investigate the probability distribution of the effective inspiral spin, the mass ratio, and the chirp mass of primordial black hole (PBH) binaries, incorporating the effect of the critical phenomena of gravitational collapse. As a…

General Relativity and Quantum Cosmology · Physics 2022-11-09 Yasutaka Koga , Tomohiro Harada , Yuichiro Tada , Shuichiro Yokoyama , Chul-Moon Yoo

An accurate and precise measurement of the spins of individual merging black holes is required to understand their origin. While previous studies have indicated that most of the spin information comes from the inspiral part of the signal,…

General Relativity and Quantum Cosmology · Physics 2021-11-17 Sylvia Biscoveanu , Maximiliano Isi , Vijay Varma , Salvatore Vitale

Robustly measuring binary black hole spins via gravitational waves is key to understanding these systems' astrophysical origins, but remains challenging -- especially for high-mass systems, whose signals are short and dominated by the…

General Relativity and Quantum Cosmology · Physics 2025-11-20 Simona J. Miller , Maximiliano Isi , Katerina Chatziioannou , Vijay Varma , Sophie Hourihane

Gravitational-wave detectors are unveiling a population of binary black hole (BBH) mergers out to redshifts $z \approx 1$, and are starting to constrain how the BBH population evolves with redshift. We present predictions for the redshift…

High Energy Astrophysical Phenomena · Physics 2024-06-05 Claire S. Ye , Maya Fishbach

The spin distribution of massive black holes (MBHs) contains rich information on the MBH growth history. In this paper, we investigate the spin evolution of MBHs by assuming that each MBH experiences two-phase accretion, with an initial…

High Energy Astrophysical Phenomena · Physics 2019-03-20 Xiaoxia Zhang , Youjun Lu

We derive the theoretical distribution function of black hole masses by studying the formation processes of black holes. We use the results of recent 2D simulations of core-collapse to obtain the relation between remnant and progenitor…

Astrophysics · Physics 2009-10-31 Chris L. Fryer , Vassiliki Kalogera

We perform a hierarchical Bayesian inference to investigate the population properties of the coalescing compact binaries involving at least one neutron star (NS). With the current observation data, we can not rule out either of the Double…

High Energy Astrophysical Phenomena · Physics 2021-12-22 Yin-Jie Li , Shao-Peng Tang , Yuan-Zhu Wang , Qiang Yuan , Yi-Zhong Fan , Da-Ming Wei
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