Export citation

Export citation

Choose format for download:

Download Citation
  • Access by Xinjiang University

Analyzing analytical black-hole binary merger waveforms with the backwards one-body formalism

Anuj Kankani1,2,* and Sean T. McWilliams1,2

  • 1Department of Physics and Astronomy, West Virginia University, Morgantown, West Virginia 26506, USA
  • 2Center for Gravitational Waves and Cosmology, Chestnut Ridge Research Building, West Virginia University, Morgantown, West Virginia 26505, USA

  • *Contact author: anuj.kankani@mail.wvu.edu

Phys. Rev. D 114, 084007 – Published 1 October, 2026

DOI: https://doi.org/10.1103/v6wx-spvl

Abstract

The backwards one-body (BOB) model provides a fully analytical and physically motivated description of the merger-ringdown gravitational radiation emanating from a black-hole binary merger. We perform a comprehensive validation of BOB for the dominant (2,2) mode of quasicircular and nonprecessing systems, assessing its accuracy against numerical relativity (NR) simulations, state-of-the-art waveform models, and a sum of quasinormal modes. We demonstrate that BOB most accurately describes the gravitational wave news, achieving accuracy comparable to highly calibrated effective-one-body and NR surrogate models. Because BOB is minimally tuned to NR catalogs, it retains a high level of accuracy in regions of the parameter space sparsely covered by current NR catalogs. BOB yields an analytic link between the amplitude of the fundamental quasinormal mode and the peak amplitude of the news, which we verify to within the errors of a surrogate ringdown model. We identify a flavor of BOB that requires only the remnant mass and spin, yet matches the accuracy of models that fit a sum of many overtones. Last, we show that BOB accurately models both the mass and current quadrupole waves for superkick configurations, contrary to a claim in the literature, and explain why that study was not actually implementing BOB as it has been defined. Our findings establish BOB as a powerful tool for gravitational wave analysis, for providing independent tests of NR-calibrated models, and for better understanding the underlying physics of the merger. We provide a companion python package, gwBOB, allowing for the easy construction of various flavors of BOB and comparison to NR waveforms.

Physics Subject Headings (PhySH)

Article Text

References (106)

  1. S. E. Field, C. R. Galley, J. S. Hesthaven, J. Kaye, and M. Tiglio, Phys. Rev. X 4, 031006 (2014).
  2. J. Blackman, S. E. Field, C. R. Galley, B. Szilágyi, M. A. Scheel, M. Tiglio, and D. A. Hemberger, Phys. Rev. Lett. 115, 121102 (2015).
  3. V. Varma, S. E. Field, M. A. Scheel, J. Blackman, L. E. Kidder, and H. P. Pfeiffer, Phys. Rev. D 99, 064045 (2019).
  4. V. Varma, S. E. Field, M. A. Scheel, J. Blackman, D. Gerosa, L. C. Stein, L. E. Kidder, and H. P. Pfeiffer, Phys. Rev. Res. 1, 033015 (2019).
  5. J. Yoo, V. Varma, M. Giesler, M. A. Scheel, C.-J. Haster, H. P. Pfeiffer, L. E. Kidder, and M. Boyle, Phys. Rev. D 106, 044001 (2022).
  6. T. Islam, S. E. Field, S. A. Hughes, G. Khanna, V. Varma, M. Giesler, M. A. Scheel, L. E. Kidder, and H. P. Pfeiffer, Phys. Rev. D 106, 104025 (2022).
  7. J. Yoo, K. Mitman, V. Varma, M. Boyle, S. E. Field, N. Deppe, F. Hébert, L. E. Kidder, J. Moxon, H. P. Pfeiffer et al., Phys. Rev. D 108, 064027 (2023).
  8. L. Magaña Zertuche, L. C. Stein, K. Mitman, S. E. Field, V. Varma, M. Boyle, N. Deppe, L. E. Kidder, J. Moxon, H. P. Pfeiffer et al., Phys. Rev. D 112, 024077 (2025).
  9. L. Blanchet, Living Rev. Relativity 27, 4 (2024).
  10. G. Schäfer and P. Jaranowski, Living Rev. Relativity 27, 2 (2024).
  11. A. Buonanno and T. Damour, Phys. Rev. D 59, 084006 (1999).
  12. T. Damour, Phys. Rev. D 64 (2001).
  13. A. Bohé, L. Shao, A. Taracchini, A. Buonanno, S. Babak, I. W. Harry, I. Hinder, S. Ossokine, M. Pürrer, V. Raymond et al., Phys. Rev. D 95, 044028 (2017).
  14. A. Nagar, S. Bernuzzi, W. Del Pozzo, G. Riemenschneider, S. Akcay, G. Carullo, P. Fleig, S. Babak, K. W. Tsang, M. Colleoni et al., Phys. Rev. D 98, 104052 (2018).
  15. R. Gamba, S. Akçay, S. Bernuzzi, and J. Williams, Phys. Rev. D 106, 024020 (2022).
  16. L. Pompili, A. Buonanno, H. Estellés, M. Khalil, M. van de Meent, D. P. Mihaylov, S. Ossokine, M. Pürrer, A. Ramos-Buades, A. K. Mehta et al., Phys. Rev. D 108, 124035 (2023).
  17. A. Ramos-Buades, A. Buonanno, H. Estellés, M. Khalil, D. P. Mihaylov, S. Ossokine, L. Pompili, and M. Shiferaw, Phys. Rev. D 108, 124037 (2023).
  18. A. Nagar, P. Rettegno, R. Gamba, S. Albanesi, A. Albertini, and S. Bernuzzi, Phys. Rev. D 108, 124018 (2023).
  19. T. Damour, B. R. Iyer, and B. S. Sathyaprakash, Phys. Rev. D 57, 885 (1998).
  20. T. Damour, B. R. Iyer, and A. Nagar, Phys. Rev. D 79, 064004 (2009).
  21. P. Ajith, S. Babak, Y. Chen, M. Hewitson, B. Krishnan, J. Whelan, B. Bruegmann, P. Diener, J. Gonzalez, M. Hannam et al., Classical Quantum Gravity 24, S689 (2007).
  22. S. Khan, S. Husa, M. Hannam, F. Ohme, M. Pürrer, X. J. Forteza, and A. Bohé, Phys. Rev. D 93, 044007 (2016).
  23. G. Pratten, S. Husa, C. Garcia-Quiros, M. Colleoni, A. Ramos-Buades, H. Estelles, and R. Jaume, Phys. Rev. D 102, 064001 (2020).
  24. G. Pratten, C. García-Quirós, M. Colleoni, A. Ramos-Buades, H. Estellés, M. Mateu-Lucena, R. Jaume, M. Haney, D. Keitel, J. E. Thompson et al., Phys. Rev. D 103, 104056 (2021).
  25. H. Estellés, A. Ramos-Buades, S. Husa, C. García-Quirós, M. Colleoni, L. Haegel, and R. Jaume, Phys. Rev. D 103, 124060 (2021).
  26. H. Estellés, M. Colleoni, C. García-Quirós, S. Husa, D. Keitel, M. Mateu-Lucena, M. d. L. Planas, and A. Ramos-Buades, Phys. Rev. D 105, 084040 (2022).
  27. E. Hamilton, M. Colleoni, J. E. Thompson, C. Hoy, A. Heffernan, M. Kinnear, J. Valencia, F. A. Ramis Vidal, C. García-Quirós, S. Ghosh et al., Phys. Rev. D 113, 084055 (2026).
  28. A. Abac, I. Abouelfettouh, F. Acernese, K. Ackley, S. Adhicary, D. Adhikari, N. Adhikari, R. Adhikari, V. Adkins, S. Afroz et al., Astrophys. J. Lett. 995, L18 (2025).
  29. B. P. Abbott, R. Abbott, T. Abbott, S. Abraham, F. Acernese, K. Ackley, C. Adams, V. Adya, C. Affeldt, M. Agathos et al., Living Rev. Relativity 23, 3 (2020).
  30. LIGO, VIRGO and KAGRA Observing Run Plans, https://observing.docs.ligo.org/plan/URL (2025), accessed: 2026-01-21; LIGO, VIRGO and KAGRA Observing Run PlansLast updated 18 Nov 2025.
  31. P. Amaro-Seoane, H. Audley, S. Babak, J. Baker, E. Barausse, P. Bender, E. Berti, P. Binetruy, M. Born, D. Bortoluzzi et al., arXiv:1702.00786.
  32. D. Reitze, R. X. Adhikari, S. Ballmer, B. Barish, L. Barsotti, G. Billingsley, D. A. Brown, Y. Chen, D. Coyne, R. Eisenstein et al., Bull. Am. Astron. Soc. 51, 035 (2019), arXiv:1907.04833.
  33. A. Abac, R. Abramo, S. Albanesi, A. Albertini, A. Agapito, M. Agathos, C. Albertus, N. Andersson, T. Andrade, I. Andreoni et al., The science of the Einstein Telescope (2025).
  34. M. Pürrer and C.-J. Haster, Phys. Rev. Res. 2, 023151 (2020).
  35. D. Ferguson, K. Jani, P. Laguna, and D. Shoemaker, Phys. Rev. D 104, 044037 (2021).
  36. Q. Hu and J. Veitch, Phys. Rev. D 106, 044042 (2022).
  37. A. Jan, D. Ferguson, J. Lange, D. Shoemaker, and A. Zimmerman, Phys. Rev. D 110, 024023 (2024).
  38. M. Boyle, D. Hemberger, D. A. Iozzo, G. Lovelace, S. Ossokine, H. P. Pfeiffer, M. A. Scheel, L. C. Stein, C. J. Woodford, A. B. Zimmerman et al., Classical Quantum Gravity 36, 195006 (2019).
  39. A. H. Mroue, M. A. Scheel, B. Szilagyi, H. P. Pfeiffer, M. Boyle, D. A. Hemberger, L. E. Kidder, G. Lovelace, S. Ossokine, N. W. Taylor et al., Phys. Rev. Lett. 111, 241104 (2013).
  40. M. A. Scheel, M. Boyle, K. Mitman, N. Deppe, L. C. Stein, C. Armaza, M. S. Bonilla, L. T. Buchman, A. Ceja, H. Chaudhary et al., Classical Quantum Gravity 42, 195017 (2025).
  41. Simulating eXtreme Spacetimes (SXS) Collaboration, SXS Catalog of binary black hole simulations, https://data.black-holes.org/waveforms/extcce_catalog.htmlURL.
  42. J. Healy, C. O. Lousto, J. Lange, R. O’Shaughnessy, Y. Zlochower, and M. Campanelli, Phys. Rev. D 100, 024021 (2019).
  43. J. Healy and C. O. Lousto, Phys. Rev. D 102, 104018 (2020).
  44. J. Healy and C. O. Lousto, Phys. Rev. D 105, 124010 (2022).
  45. K. Jani, J. Healy, J. A. Clark, L. London, P. Laguna, and D. Shoemaker, Classical Quantum Gravity 33, 204001 (2016).
  46. D. Ferguson, E. Allsup, S. Anne, G. Bouyer, M. Gracia-Linares, H. Iglesias, A. Jan, P. Laguna, J. Lange, E. Martinez et al., Phys. Rev. D 112, 044043 (2025).
  47. E. Hamilton, E. Fauchon-Jones, M. Hannam, C. Hoy, C. Kalaghatgi, L. London, J. E. Thompson, D. Yeeles, S. Ghosh, S. Khan et al., Phys. Rev. D 109, 044032 (2024).
  48. J. Trenado, T. Andrade, A. Climent, and M.-A. Ferrer, arXiv:2509.05269.
  49. S. T. McWilliams, Phys. Rev. Lett. 122, 191102 (2019).
  50. S. Ma, M. Giesler, V. Varma, M. A. Scheel, and Y. Chen, Phys. Rev. D 104, 084003 (2021).
  51. S. Mahesh, S. T. McWilliams, and Z. Etienne, Phys. Rev. D 112, 124065 (2025).
  52. A. Kankani and S. McWilliams, Phys. Rev. D 112, 124051 (2025).
  53. A. Abac, I. Abouelfettouh, F. Acernese, K. Ackley, S. Adhicary, D. Adhikari, N. Adhikari, R. Adhikari, V. Adkins, S. Afroz et al., Astrophys. J. Lett. 1004, L21 (2026).
  54. A. Kankani, A. Morales, S. Dasgupta, and S. T. McWilliams, BackwardsOneBody (2025), https://github.com/AnujKankani/BackwardsOneBody.
  55. J. Moxon, M. A. Scheel, and S. A. Teukolsky, Phys. Rev. D 102, 044052 (2020).
  56. J. Moxon, M. A. Scheel, S. A. Teukolsky, N. Deppe, N. Vu, F. Hébert, L. E. Kidder, and W. Throwe, Phys. Rev. D 107, 064013 (2023).
  57. H. Yang, D. A. Nichols, F. Zhang, A. Zimmerman, Z. Zhang, and Y. Chen, Phys. Rev. D 86, 104006 (2012).
  58. V. Ferrari and B. Mashhoon, Phys. Rev. D 30, 295 (1984).
  59. J. G. Baker, W. D. Boggs, J. Centrella, B. J. Kelly, S. T. McWilliams, and J. R. van Meter, Phys. Rev. D 78, 044046 (2008).
  60. NIST digital library of mathematical functions, https://dlmf.nist.gov/6.2#E5URL (2024), release 1.2.4 of 2025-03-15.
  61. SXS Collaboration, Binary black-hole simulation SXS:BBH:0305 (2025).
  62. SXS Collaboration, The sxs catalog of simulations v3.0.0 (2025).
  63. M. Boyle, K. Mitman, M. Scheel, and L. Stein, The SXS package (2025).
  64. G. Lovelace, C. O. Lousto, J. Healy, M. A. Scheel, A. Garcia, R. O’Shaughnessy, M. Boyle, M. Campanelli, D. A. Hemberger, L. E. Kidder et al., Classical Quantum Gravity 33, 244002 (2016).
  65. B. P. Abbott, R. Abbott, T. D. Abbott, M. R. Abernathy, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari et al., Phys. Rev. Lett. 116, 061102 (2016).
  66. J. M. Bardeen, W. H. Press, and S. A. Teukolsky, Astrophys. J. 178, 347 (1972).
  67. C. Reisswig and D. Pollney, Classical Quantum Gravity 28, 195015 (2011).
  68. M. Giesler, M. Isi, M. A. Scheel, and S. A. Teukolsky, Phys. Rev. X 9, 041060 (2019).
  69. L. Magaña Zertuche, L. Gao, E. Finch, and G. B. Cook, Classical Quantum Gravity 42, 197001 (2025).
  70. L. Magaña Zertuche, K. Mitman, N. Khera, L. C. Stein, M. Boyle, N. Deppe, F. Hébert, D. A. Iozzo, L. E. Kidder, J. Moxon et al., Phys. Rev. D 105, 104015 (2022).
  71. K. Mitman, I. Pretto, H. Siegel, M. A. Scheel, S. A. Teukolsky, M. Boyle, N. Deppe, L. E. Kidder, J. Moxon, K. C. Nelli et al., Phys. Rev. D 112, 064016 (2025).
  72. E. Berti, V. Cardoso, and A. O. Starinets, Classical Quantum Gravity 26, 163001 (2009).
  73. K. Mitman, N. Khera, D. A. Iozzo, L. C. Stein, M. Boyle, N. Deppe, L. E. Kidder, J. Moxon, H. P. Pfeiffer, M. A. Scheel et al., Phys. Rev. D 104, 024051 (2021).
  74. K. Mitman, L. C. Stein, M. Boyle, N. Deppe, F. Hébert, L. E. Kidder, J. Moxon, M. A. Scheel, S. A. Teukolsky, W. Throwe et al., Phys. Rev. D 106, 084029 (2022).
  75. K. Mitman, M. Boyle, L. C. Stein, N. Deppe, L. E. Kidder, J. Moxon, H. P. Pfeiffer, M. A. Scheel, S. A. Teukolsky, W. Throwe et al., Classical Quantum Gravity 41, 223001 (2024).
  76. M. Giesler, S. Ma, K. Mitman, N. Oshita, S. A. Teukolsky, M. Boyle, N. Deppe, L. E. Kidder, J. Moxon, K. C. Nelli et al., Phys. Rev. D 111, 084041 (2025).
  77. A. Kankani and S. T. McWilliams, arXiv:2603.15474.
  78. N. Oshita, S. Ma, Y. Chen, and H. Yang, arXiv:2509.09165.
  79. E. Berti and V. Cardoso, Phys. Rev. D 74, 104020 (2006).
  80. Z. Zhang, E. Berti, and V. Cardoso, Phys. Rev. D 88, 044018 (2013).
  81. M. H.-Y. Cheung, E. Berti, V. Baibhav, and R. Cotesta, Phys. Rev. D 109, 044069 (2024).
  82. D. Ferguson, S. Ghonge, J. A. Clark, J. Calderon Bustillo, P. Laguna, and D. Shoemaker, Phys. Rev. Lett. 123, 151101 (2019).
  83. J. Healy, P. Laguna, and D. Shoemaker, Classical Quantum Gravity 31, 212001 (2014).
  84. A. Buonanno, L. E. Kidder, and L. Lehner, Phys. Rev. D 77, 026004 (2008).
  85. S. A. Teukolsky, Astrophys. J. 185, 635 (1973).
  86. E. Berti, V. Cardoso, and C. M. Will, Phys. Rev. D 73, 064030 (2006).
  87. G. H. Golub and V. Pereyra, SIAM J. Numer. Anal. 10, 413 (1973).
  88. SXS Collaboration, Binary black-hole simulation SXS:BBH:2515 (2025).
  89. SXS Collaboration, Binary black-hole simulation SXS:BBH:4123 (2025).
  90. J. Bradbury, R. Frostig, P. Hawkins, M. J. Johnson, C. Leary, D. Maclaurin, G. Necula, A. Paszke, J. VanderPlas, S. Wanderman-Milne, and Q. Zhang, JAX: Composable transformations of Python+NumPy programs (2018).
  91. A. Meurer et al., PeerJ Comput. Sci. 3, e103 (2017).
  92. J. P. Boyd, Acta Appl. Math. 56, 1 (1999).
  93. D. P. Mihaylov, S. Ossokine, A. Buonanno, H. Estelles, L. Pompili, M. Pürrer, and A. Ramos-Buades, SoftwareX 30, 102080 (2025).
  94. S. E. Field, V. Varma, J. Blackman, B. Gadre, C. R. Galley, T. Islam, K. Mitman, M. Pürrer, A. Ravichandran, M. A. Scheel, L. C. Stein, and J. Yoo, J. Open Source Softwaare 10, 7073 (2025).
  95. M. Boyle, D. Iozzo, and L. C. Stein, moble/scri: v1.2 (2020).
  96. M. Boyle, Phys. Rev. D 87, 104006 (2013).
  97. M. Boyle, L. E. Kidder, S. Ossokine, and H. P. Pfeiffer, arXiv:1409.4431.
  98. M. Boyle, Phys. Rev. D 93, 084031 (2016).
  99. L. C. Stein, J. Open Source Softwaare 4, 1683 (2019).
  100. V. Varma, D. Gerosa, L. C. Stein, F. Hébert, and H. Zhang, Phys. Rev. Lett. 122, 011101 (2019).
  101. V. Varma, L. C. Stein, and D. Gerosa, vijayvarma392/surfinBH: Surrogate Final BH properties (2018).
  102. L. Magaña Zertuche and E. Finch, qnmfits (2025).
  103. G. Bozzola, J. Open Source Softwaare 6, 3099 (2021).
  104. C. R. Harris, K. J. Millman, S. J. Van Der Walt, R. Gommers, P. Virtanen, D. Cournapeau, E. Wieser, J. Taylor, S. Berg, N. J. Smith et al., Nature (London) 585, 357 (2020).
  105. P. Virtanen, R. Gommers, T. E. Oliphant, M. Haberland, T. Reddy, D. Cournapeau, E. Burovski, P. Peterson, W. Weckesser, J. Bright et al., Nat. Methods 17, 261 (2020).
  106. J. D. Hunter, Comput. Sci. Eng. 9, 90 (2007).

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation