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Observed Gravitational-Wave Populations

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arxiv 2410.19145 v1 pith:E7UUZF5T submitted 2024-10-24 astro-ph.HE astro-ph.IMgr-qc

classification astro-ph.HEastro-ph.IMgr-qc
keywords gravitational-wavebinarywillcompactneutronadvancedbinariesblack
verification ladder T0 review T1 audit T2 compute T3 formal
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Ground-based gravitational-wave detectors like the Advanced LIGO, Advanced Virgo, and KAGRA experiments now regularly witness gravitational waves from compact binary mergers: the relativistic collisions of neutron stars and/or stellar-mass black holes. With hundreds of such events observed to date, gravitational-wave observations are enabling increasingly precise surveys of the demographics of merging compact binaries, including the distributions of their masses, rotation rates, and positions throughout the Universe. This article will provide an overview of our observational knowledge of the compact binary population, as it stands today. I will discuss, in turn, observations of binary black holes, binary neutron stars, and neutron star-black hole mergers, describing what is currently known (or not yet known) about these different gravitational-wave sources. I will highlight emerging classes of binaries that do not fall cleanly into any of these existing categories. And I will conclude by reviewing the methodology by which population analyses of gravitational-wave sources are performed.

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Cited by 4 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Fortifying gravitational-wave population inference with normalizing flows

    astro-ph.HE 2026-06 conditional novelty 6.0 of 10

    Representing each gravitational-wave event's posterior with a normalizing flow lets analysts generate enough cheap posterior samples to keep the Monte-Carlo variance of population inference below threshold for catalog...

  2. Gravitational-wave astronomy requires population-informed parameter estimation

    gr-qc 2026-04 unverdicted novelty 6.0 of 10

    Single-event GW parameter estimates under reference priors are population-biased; hierarchical, population-informed re-analysis is needed and changes the identification of the most extreme black holes in the catalog.

  3. Nowhere left to hide: revealing realistic gravitational-wave populations in high dimensions and high resolution with PixelPop

    astro-ph.HE 2025-06 conditional novelty 6.0 of 10

    Modeling all significant correlations with the nonparametric model PixelPop recovers the true black-hole merger rate in a simulated 400-event gravitational-wave catalog, while simpler models introduce bias.

  4. Exploring the astrophysical origins of binary black holes using normalising flows

    astro-ph.HE 2025-08 conditional novelty 4.0 of 10

    Normalizing flows trained on five population synthesis models interpolate between simulation inputs and, applied to gravitational wave data, favor low spins, high common-envelope efficiency, and a dominant common-enve...

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