Reconstructing the origin of black hole mergers using sparse astrophysical models
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arXiv
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| Autores principales: | , , , , , , , , , , |
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| Formato: | Preprint |
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2025
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| _version_ | 1866915490387984384 |
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| author | Gayathri, V. Iorio, Giuliano Tagawa, Hiromichi Wysocki, Daniel Anglin, Jeremiah Bartos, Imre Bhaumik, Shubhagata Haiman, Zolt'an Mapelli, Michela O'Shaughnessy, R. Xue, LingQin |
| author_facet | Gayathri, V. Iorio, Giuliano Tagawa, Hiromichi Wysocki, Daniel Anglin, Jeremiah Bartos, Imre Bhaumik, Shubhagata Haiman, Zolt'an Mapelli, Michela O'Shaughnessy, R. Xue, LingQin |
| contents | The astrophysical origin of binary black hole mergers discovered by LIGO and Virgo remains uncertain. Efforts to reconstruct the processes that lead to mergers typically rely on either astrophysical models with fixed parameters, or continuous analytical models that can be fit to observations. Given the complexity of astrophysical formation mechanisms, these methods typically cannot fully take into account model uncertainties, nor can they fully capture the underlying processes. Here, we present a merger population analysis that can take a discrete set of simulated model distributions as its input to interpret observations. The analysis can take into account multiple formation scenarios as fractional contributors to the total set of observations, and can naturally account for model uncertainties. We apply this technique to investigate the origin of black hole mergers observed by LIGO Virgo. Specifically, we consider a model of AGN assisted black hole merger distributions, exploring a range of AGN parameters along with several {SEVN} population synthesis models that vary in common envelope efficiency parameter ($α$) and metallicity ($Z$). We estimate the posterior distributions for AGN+SEVN models using $87$ BBH detections from the $O1--O3$ observation runs. The inferred total merger rate is $46.2 {Gpc}^{-3} {yr}^{-1}$, with the AGN sub-population contributing $21.2{Gpc}^{-3}{yr}^{-1}$ and the SEVN sub-population contributing $25.0 {Gpc}^{-3} {yr}^{-1}$. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2509_09647 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Reconstructing the origin of black hole mergers using sparse astrophysical models Gayathri, V. Iorio, Giuliano Tagawa, Hiromichi Wysocki, Daniel Anglin, Jeremiah Bartos, Imre Bhaumik, Shubhagata Haiman, Zolt'an Mapelli, Michela O'Shaughnessy, R. Xue, LingQin High Energy Astrophysical Phenomena General Relativity and Quantum Cosmology The astrophysical origin of binary black hole mergers discovered by LIGO and Virgo remains uncertain. Efforts to reconstruct the processes that lead to mergers typically rely on either astrophysical models with fixed parameters, or continuous analytical models that can be fit to observations. Given the complexity of astrophysical formation mechanisms, these methods typically cannot fully take into account model uncertainties, nor can they fully capture the underlying processes. Here, we present a merger population analysis that can take a discrete set of simulated model distributions as its input to interpret observations. The analysis can take into account multiple formation scenarios as fractional contributors to the total set of observations, and can naturally account for model uncertainties. We apply this technique to investigate the origin of black hole mergers observed by LIGO Virgo. Specifically, we consider a model of AGN assisted black hole merger distributions, exploring a range of AGN parameters along with several {SEVN} population synthesis models that vary in common envelope efficiency parameter ($α$) and metallicity ($Z$). We estimate the posterior distributions for AGN+SEVN models using $87$ BBH detections from the $O1--O3$ observation runs. The inferred total merger rate is $46.2 {Gpc}^{-3} {yr}^{-1}$, with the AGN sub-population contributing $21.2{Gpc}^{-3}{yr}^{-1}$ and the SEVN sub-population contributing $25.0 {Gpc}^{-3} {yr}^{-1}$. |
| title | Reconstructing the origin of black hole mergers using sparse astrophysical models |
| topic | High Energy Astrophysical Phenomena General Relativity and Quantum Cosmology |
| url | https://arxiv.org/abs/2509.09647 |