- Letter
- Open Access
Constraining the neutron star–black hole merger rate
Phys. Rev. D 113, L021305 – Published 27 January, 2026
DOI: https://doi.org/10.1103/cqqn-gl4y
Abstract
Current template-based gravitational-wave searches for compact binary mergers neglect the general relativistic phenomenon of spin-induced orbital precession. Owing to their asymmetric masses, gravitational waves from neutron star–black hole (NSBH) binaries are prime candidates for displaying strong imprints of spin precession. Current searches may therefore miss a significant fraction of the astrophysical population, and the detected NSBH population may be significantly suppressed or biased. Here we report the most sensitive search for NSBH binaries to date by including spin precession for the first time. We analyze data from the entirety of the third LIGO-Virgo-KAGRA gravitational-wave observing run and show that when accounting for spin precession, our search is up to 100% more sensitive than the search techniques currently adopted by the LIGO-Virgo-KAGRA collaboration (for systems with strong precessional effects). This allows us to more tightly constrain the rate of NSBH mergers in the local Universe. When focusing on a potentially precessing subpopulation of NSBH mergers, the lack of observed candidates allows us to place an upper limit on the merger rate of with 90% confidence. We then show that if there is no preferred direction of component spin, the overall rate of NSBH mergers is on average 16% smaller than previously believed. Finally, we report four new subthreshold NSBH candidates, all with strong imprints of spin precession, but note that these are most likely to be of terrestrial origin.
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References (77)
- S. A. Usman et al., Classical Quantum Gravity 33, 215004 (2016).
- S. Sachdev et al., arXiv:1901.08580.
- Q. Chu et al., Phys. Rev. D 105, 024023 (2022).
- F. Aubin et al., Classical Quantum Gravity 38, 095004 (2021).
- T. A. Apostolatos, C. Cutler, G. J. Sussman, and K. S. Thorne, Phys. Rev. D 49, 6274 (1994).
- P. Schmidt, F. Ohme, and M. Hannam, Phys. Rev. D 91, 024043 (2015).
- T. Dal Canton, A. P. Lundgren, and A. B. Nielsen, Phys. Rev. D 91, 062010 (2015).
- I. Harry, S. Privitera, A. Bohé, and A. Buonanno, Phys. Rev. D 94, 024012 (2016).
- M. Burgay et al., Nature (London) 426, 531 (2003).
- V. Kalogera, Astrophys. J. 541, 319 (2000).
- D. Chattopadhyay, S. Stevenson, J. R. Hurley, M. Bailes, and F. Broekgaarden, Mon. Not. R. Astron. Soc. 504, 3682 (2021).
- F. S. Broekgaarden, E. Berger, C. J. Neijssel, A. Vigna-Gómez, D. Chattopadhyay, S. Stevenson, M. Chruslinska, S. Justham, S. E. de Mink, and I. Mandel, Mon. Not. R. Astron. Soc. 508, 5028 (2021).
- C. L. Rodriguez, M. Zevin, C. Pankow, V. Kalogera, and F. A. Rasio, Astrophys. J. Lett. 832, L2 (2016).
- R. Abbott et al. (LIGO Scientific, KAGRA, and Virgo Collaborations), Astrophys. J. Lett. 915, L5 (2021).
- G. Morras, G. Pratten, and P. Schmidt, arXiv:2503.15393.
- R. Abbott et al. (KAGRA, Virgo, and LIGO Scientific Collaborations), Astrophys. J. Suppl. Ser. 267, 29 (2023).
- S. Vitale, R. Lynch, J. Veitch, V. Raymond, and R. Sturani, Phys. Rev. Lett. 112, 251101 (2014).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/cqqn-gl4y for an explanation of our matched filter search, and how we inferred the merger rate of NSBH binaries in the local Universe.
- B. Allen, W. G. Anderson, P. R. Brady, D. A. Brown, and J. D. E. Creighton, Phys. Rev. D 85, 122006 (2012).
- S. Babak et al., Phys. Rev. D 87, 024033 (2013).
- T. Venumadhav, B. Zackay, J. Roulet, L. Dai, and M. Zaldarriaga, Phys. Rev. D 100, 023011 (2019).
- C. McIsaac, C. Hoy, and I. Harry, Phys. Rev. D 108, 123016 (2023).
- S. Schmidt et al., Phys. Rev. D 110, 023038 (2024).
- S. Fairhurst, R. Green, C. Hoy, M. Hannam, and A. Muir, Phys. Rev. D 102, 024055 (2020).
- G. Pratten et al., Phys. Rev. D 103, 104056 (2021).
- G. Pratten, S. Husa, C. Garcia-Quiros, M. Colleoni, A. Ramos-Buades, H. Estelles, and R. Jaume, Phys. Rev. D 102, 064001 (2020).
- P. Schmidt, M. Hannam, and S. Husa, Phys. Rev. D 86, 104063 (2012).
- E. Hamilton, L. London, J. E. Thompson, E. Fauchon-Jones, M. Hannam, C. Kalaghatgi, S. Khan, F. Pannarale, and A. Vano-Vinuales, Phys. Rev. D 104, 124027 (2021).
- R. Dhurkunde and A. H. Nitz, Phys. Rev. D 106, 103035 (2022).
- B. P. Abbott et al. (LIGO Scientific and Virgo Collaborations), Astrophys. J. Suppl. Ser. 227, 14 (2016).
- N. Metropolis and S. Ulam, J. Am. Stat. Assoc. 44, 335 (1949).
- J. Veitch et al., Phys. Rev. D 91, 042003 (2015).
- J. Skilling, in AIP Conference Proceedings (AIP, Melville, New York, 2004).
- J. Skilling, Bayesian Anal. 1, 833 (2006).
- J. S. Speagle, Mon. Not. R. Astron. Soc. 493, 3132 (2020).
- G. Ashton et al., Astrophys. J. Suppl. Ser. 241, 27 (2019).
- I. M. Romero-Shaw et al., Mon. Not. R. Astron. Soc. 499, 3295 (2020).
- R. Abbott et al. (KAGRA, Virgo, and LIGO Scientific Collaborations), Phys. Rev. X 13, 041039 (2023).
- S. Morisaki, Phys. Rev. D 104, 044062 (2021).
- J. E. Thompson, E. Fauchon-Jones, S. Khan, E. Nitoglia, F. Pannarale, T. Dietrich, and M. Hannam, Phys. Rev. D 101, 124059 (2020).
- A. Matas et al., Phys. Rev. D 102, 043023 (2020).
- A. Gonzalez, R. Gamba, M. Breschi, F. Zappa, G. Carullo, S. Bernuzzi, and A. Nagar, Phys. Rev. D 107, 084026 (2023).
- A. G. Abac et al. (LIGO Scientific, Virgo, and KAGRA Collaborations), Astrophys. J. Lett. 970, L34 (2024).
- P. Kumar, M. Pürrer, and H. P. Pfeiffer, Phys. Rev. D 95, 044039 (2017).
- N. J. Cornish and T. B. Littenberg, Classical Quantum Gravity 32, 135012 (2015).
- W. M. Farr, B. Farr, and T. Littenberg, Modelling calibration errors in cbc waveforms DCC (2014).
- LIGO Scientific, Virgo, and KAGRA Collaborations, GWTC-3: Compact binary coalescences observed by ligo and virgo during the second part of the third observing run—parameter estimation data release, 10.5281/zenodo.5546663 (2021).
- I. Mandel, W. M. Farr, and J. R. Gair, Mon. Not. R. Astron. Soc. 486, 1086 (2019).
- W. M. Farr, Res. Notes AAS 3, 66 (2019).
- V. Tiwari, Classical Quantum Gravity 35, 145009 (2018).
- C. Talbot, R. Smith, E. Thrane, and G. B. Poole, Phys. Rev. D 100, 043030 (2019).
- S. Biscoveanu, P. Landry, and S. Vitale, Mon. Not. R. Astron. Soc. 518, 5298 (2022).
- K. Chatziioannou, Gen. Relativ. Gravit. 52, 109 (2020).
- T. Damour and A. Nagar, Phys. Rev. D 80, 084035 (2009).
- T. Binnington and E. Poisson, Phys. Rev. D 80, 084018 (2009).
- F. Foucart, L. Buchman, M. D. Duez, M. Grudich, L. E. Kidder, I. MacDonald, A. Mroue, H. P. Pfeiffer, M. A. Scheel, and B. Szilagyi, Phys. Rev. D 88, 064017 (2013).
- F. Pannarale, L. Rezzolla, F. Ohme, and J. S. Read, Phys. Rev. D 84, 104017 (2011).
- R. Abbott et al. (KAGRA, Virgo, and LIGO Scientific Collaborations), Phys. Rev. X 13, 011048 (2023).
- M. Hannam et al., Nature (London) 610, 652 (2022).
- F. Valsecchi, E. Glebbeek, W. M. Farr, T. Fragos, B. Willems, J. A. Orosz, J. Liu, and V. Kalogera, Nature (London) 468, 77 (2010).
- T.-W. Wong, F. Valsecchi, T. Fragos, and V. Kalogera, Astrophys. J. 747, 111 (2012).
- X. Zhao, L. Gou, Y. Dong, X. Zheng, J. F. Steiner, J. C. A. Miller-Jones, A. Bahramian, J. A. Orosz, and Y. Feng, Astrophys. J. 908, 117 (2021).
- K. Belczynski, T. Bulik, and C. Bailyn, Astrophys. J. Lett. 742, L2 (2011).
- N. Steinle and M. Kesden, Phys. Rev. D 103, 063032 (2021).
- D. Gerosa, E. Berti, R. O’Shaughnessy, K. Belczynski, M. Kesden, D. Wysocki, and W. Gladysz, Phys. Rev. D 98, 084036 (2018).
- J. Stegmann and F. Antonini, Phys. Rev. D 103, 063007 (2021).
- G. S. C. Davies and I. W. Harry, Classical Quantum Gravity 39, 215012 (2022).
- J. Aasi et al. (LIGO Scientific Collaboration), Classical Quantum Gravity 32, 074001 (2015).
- R. Abbott et al. (LIGO Scientific and Virgo Collaborations), Astrophys. J. Lett. 896, L44 (2020).
- F. Acernese et al. (Virgo Collaboration), Classical Quantum Gravity 32, 024001 (2015).
- C. S. Ye, W.-f. Fong, K. Kremer, C. L. Rodriguez, S. Chatterjee, G. Fragione, and F. A. Rasio, Astrophys. J. Lett. 888, L10 (2020).
- P. Ajith, Phys. Rev. D 84, 084037 (2011).
- R. Dhurkunde and A. H. Nitz, Phys. Rev. D 111, 103018 (2025).
- E. A. Huerta and D. A. Brown, Phys. Rev. D 87, 127501 (2013).
- https://www.gw-openscience.org.
- C. McIsaac, C. Hoy, and I. Harry, A search technique to observe precessing compact binary mergers in the advanced detector era—Data Release, (2023), https://icg-gravwaves.github.io/precessing_search_paper/.
- I. Harry and C. Hoy, Constraining the neutron star-black hole merger rate—Data Release, (2025), https://icg-gravwaves.github.io/nsbh_search_on_O3_paper/.