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Related papers: Inferring the pair-instability mass gap from gravi…

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Stellar evolution theories predict a gap in the black hole birth mass spectrum as the result of pair instability processes in the cores of massive stars.This gap, however, is not seen in the binary black hole masses inferred from…

High Energy Astrophysical Phenomena · Physics 2024-10-31 Fabio Antonini , Isobel M. Romero-Shaw , Thomas Callister

One fundamental goal of the newly born gravitational wave astronomy is discovering the origin of the observed binary black hole mergers. Towards this end, identifying features in the growing wealth of data may help in distinguishing…

High Energy Astrophysical Phenomena · Physics 2022-07-13 G. Franciolini , P. Pani

The fourth gravitational wave transient catalog~(GWTC-4) has enabled empirical probes of the theorized pair-instability gap in the higher end of the binary black hole~(BBH) mass-spectrum. In this letter, using flexibly parametrized models,…

High Energy Astrophysical Phenomena · Physics 2026-04-02 Anarya Ray , Vicky Kalogera

The detection of gravitational waves has brought to light a population of binary black holes that merge within a Hubble time. Multiple formation channels can contribute to this population, making it difficult to definitively associate…

High Energy Astrophysical Phenomena · Physics 2025-09-10 Sharan Banagiri , Thomas A. Callister , Christian Adamcewicz , Zoheyr Doctor , Vicky Kalogera

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

We derive an analytical form of the joint prior of effective spin parameters, $\chi_\mathrm{eff}$ and $\chi_\mathrm{p}$, assuming an isotropic and uniform-in-magnitude spin distribution. This is a vital factor in performing hierarchical…

General Relativity and Quantum Cosmology · Physics 2025-06-19 Masaki Iwaya , Kazuya Kobayashi , Soichiro Morisaki , Kenta Hotokezaka , Tomoya Kinugawa

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

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

While the origin of merging black-hole binaries observed in gravitational waves remain uncertain, different formation channels are expected to leave distinct imprints on their observed mass and spin distributions. In this work, we focus on…

High Energy Astrophysical Phenomena · Physics 2026-05-26 Asad Hussain , Maximiliano Isi , Aaron Zimmerman

We analyze binary black hole (BBH) mergers from the latest Gravitational Wave Transient Catalog (GWTC-3) using a flexible, non-parametric framework to infer the underlying black hole mass distribution. Our model employs Gaussian Processes…

High Energy Astrophysical Phenomena · Physics 2025-08-27 Ignacio Magaña Hernandez , Antonella Palmese

Gravitational waves emitted by coalescing compact objects carry information about the spin of the individual bodies. However, with present detectors only the mass-weighted combination of the components of the spin along the orbital angular…

General Relativity and Quantum Cosmology · Physics 2018-10-24 Ken K. Y. Ng , Salvatore Vitale , Aaron Zimmerman , Katerina Chatziioannou , Davide Gerosa , Carl-Johan Haster

There is growing evidence from gravitational-wave observations that some merging black holes are created from previous mergers. Using the prediction that these hierarchically merged black holes have dimensionless spin magnitudes of $\chi…

High Energy Astrophysical Phenomena · Physics 2026-05-01 Amanda M. Farah , Aditya Vijaykumar , Maya Fishbach

The distribution of effective spin $\chi_{\rm eff}$, a parameter that encodes the degree of spin-orbit alignment in a binary system, has been widely regarded as a robust discriminator between the isolated and dynamical formation pathways…

High Energy Astrophysical Phenomena · Physics 2021-10-13 Javier Roulet , Horng Sheng Chia , Seth Olsen , Liang Dai , Tejaswi Venumadhav , Barak Zackay , Matias Zaldarriaga

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 formation history of binary black hole systems is imprinted on the distribution of their masses, spins, and eccentricity. While much has been learned studying these parameters in turn, recent studies have explored the joint distribution…

High Energy Astrophysical Phenomena · Physics 2022-10-26 Christian Adamcewicz , Eric Thrane

Gravitational-wave signals from black-hole binaries with non-precessing spins are described by four parameters -- each black hole's mass and spin. It has been shown that the dominant spin effects can be modeled by a \emph{single} spin…

General Relativity and Quantum Cosmology · Physics 2013-09-11 Michael Pürrer , Mark Hannam , P. Ajith , Sascha Husa

The complex astrophysical processes leading to the formation of binary black holes and their eventual merger are imprinted on the spins of the individual black holes. We revisit the astrophysical distribution of those spins based on…

High Energy Astrophysical Phenomena · Physics 2024-11-05 Asad Hussain , Maximiliano Isi , Aaron Zimmerman

Astrophysically motivated population models for binary black hole observables are often insufficient to capture the imprints of multiple formation channels. This is mainly due to the strongly parametrized nature of such investigations.…

High Energy Astrophysical Phenomena · Physics 2024-04-05 Anarya Ray , Ignacio Magaña Hernandez , Katelyn Breivik , Jolien Creighton

We quantify the impact of finite catalog size, or "catalog variance," on current gravitational-wave population analyses. The distribution of merging binary black holes is commonly reconstructed via hierarchical Bayesian inference, with…

High Energy Astrophysical Phenomena · Physics 2026-03-03 Alessia Corelli , Davide Gerosa , Matthew Mould , Cecilia Maria Fabbri

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
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