Semi-empirical framework of supermassive black hole evolution: highlighting a possible tension between demographics and gravitational wave background

Abstract The evolution of the supermassive Black Hole (BH) population across cosmic times remains a central unresolved issue in modern astrophysics, due to the many noticeable uncertainties in the involved physical processes that span a huge range of spatial, temporal and energy scales. Here we tackle the problem via a semi-empirical approach with minimal assumptions and data-driven inputs. This is based on a continuity plus Smoluchowski equation framework that allows to unitarily describe the two primary modes of BH growth: gas accretion and binary mergers. Key quantities related to the latter processes are incorporated through educated parameterizations, and then constrained in a Bayesian setup from joint observational estimates of the local BH mass function, of the large-scale BH clustering, and of the nano-Hz stochastic gravitational wave (GW) background measured from Pulsar Timimg Array (PTA) experiments. We find that the BH accretion-related parameters are strongly dependent on the local BH mass function determination: higher normalizations and flatter high-mass slopes in the latter imply lower radiative efficiencies and mean Eddington ratios with a stronger redshift evolution. Additionally, the binary BH merger rate is estimated to be a fraction ≲ 10 -1 of the galaxy merger rate derived from galaxy pairs counts by JWST , and constrained not to exceed the latter at ≳ 2 σ . Relatedly, we highlight hints of a possible tension between current constraints on BH demographics and the interpretation of the nano-Hz GW background as predominantly caused by binary BH mergers. Specifically, we bound the latter's contribution to ≲ 30-50% at ∼ 3 σ , suggesting that either systematics in the datasets considered here have been underestimated so far, or that additional astrophysical/cosmological sources are needed to explain the residual part of the signal measured by PTA experiments.

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Publication Details

Journal
Journal of Cosmology and Astroparticle Physics
Published
2026-02-01
DOI
https://doi.org/10.1088/1475-7516/2026/02/001
Citations
1
Primary Topic
Galaxies: Formation, Evolution, Phenomena
Type
article
Field-Weighted Citation Impact
23.83
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article

Semi-empirical framework of supermassive black hole evolution: highlighting a possible tension between demographics and gravitational wave background

Daniel G. Roberts, Lumen Boco, Krishnakumar Varadarajan, Francesco Shankar et al.
1 citations
Journal of Cosmology and Astroparticle Physics
Galaxies: Formation, Evolution, Phenomena
23.83
article

Semi-empirical framework of supermassive black hole evolution: highlighting a possible tension between demographics and gravitational wave background

Daniel G. Roberts, Lumen Boco, Krishnakumar Varadarajan, Francesco Shankar, Hao Fu, Michele Bosi, Andrea Lapi
article en
1 citations

Abstract

Abstract The evolution of the supermassive Black Hole (BH) population across cosmic times remains a central unresolved issue in modern astrophysics, due to the many noticeable uncertainties in the involved physical processes that span a huge range of spatial, temporal and energy scales. Here we tackle the problem via a semi-empirical approach with minimal assumptions and data-driven inputs. This is based on a continuity plus Smoluchowski equation framework that allows to unitarily describe the two primary modes of BH growth: gas accretion and binary mergers. Key quantities related to the latter processes are incorporated through educated parameterizations, and then constrained in a Bayesian setup from joint observational estimates of the local BH mass function, of the large-scale BH clustering, and of the nano-Hz stochastic gravitational wave (GW) background measured from Pulsar Timimg Array (PTA) experiments. We find that the BH accretion-related parameters are strongly dependent on the local BH mass function determination: higher normalizations and flatter high-mass slopes in the latter imply lower radiative efficiencies and mean Eddington ratios with a stronger redshift evolution. Additionally, the binary BH merger rate is estimated to be a fraction ≲ 10 -1 of the galaxy merger rate derived from galaxy pairs counts by JWST , and constrained not to exceed the latter at ≳ 2 σ . Relatedly, we highlight hints of a possible tension between current constraints on BH demographics and the interpretation of the nano-Hz GW background as predominantly caused by binary BH mergers. Specifically, we bound the latter's contribution to ≲ 30-50% at ∼ 3 σ , suggesting that either systematics in the datasets considered here have been underestimated so far, or that additional astrophysical/cosmological sources are needed to explain the residual part of the signal measured by PTA experiments.

Journal of Cosmology and Astroparticle PhysicsVol. 2026(02)
Scuola Internazionale Superiore di Studi Avanzati (IT), University of Trento (IT), Heidelberg University (DE), Fudan University (CN), Istituto Nazionale di Fisica Nucleare, Sezione di Trieste (IT), Institute for Fundamental Physics of the Universe (IT), University of Southampton (GB), Heidelberg University (US)
Openalex Percentile: Top 1%
Galaxies: Formation, Evolution, Phenomena
23.83
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