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Measurement prospects for the pair-instability mass cutoff with gravitational waves

Matthew Mould1,2,3,4,*, Jack Heinzel2,3,4, Sofía Álvarez-López2,3,4, Cailin Plunkett2,3,4, Noah E. Wolfe2,3,4, and Salvatore Vitale2,3,4

  • *Contact author: matthew.mould@nottingham.ac.uk

Phys. Rev. D 113, 103021 – Published 11 May, 2026

DOI: https://doi.org/10.1103/sqy9-nnqq

Abstract

Pair-instability supernovae leave behind no compact remnants, resulting in a predicted gap in the distribution of stellar black-hole masses. Gravitational waves from binary black-hole mergers probe the relevant mass range and analyses of the LIGO–Virgo–KAGRA catalog (GWTC-4) indicate a possible mass cutoff at 4050M. However, the robustness of this result remains unclear. To this end, using full Bayesian parameter estimation, we simulate gravitational-wave catalogs with and without such a mass cutoff and then test whether its presence or absence is correctly inferred with parametric population models. For catalogs similar to GWTC-4, confident identification of a cutoff is not guaranteed, but the best constraints among our simulations are compatible with results from GWTC-4 when the model includes a cutoff. Conversely, spurious identification of a cutoff is unlikely. For catalogs expected by the end of the O4 observing run, uncertainty in the cutoff mass is reduced by 20%, but a cutoff at 4050M yields only a lower bound on the C12(α,γ)16O reaction rate, our most stringent constraints on the S factor at 300 keV being S300125 keV b at 90% credibility. Relative uncertainties on the Hubble parameter H0 from gravitational-wave data alone can still be up to 100%. We also analyze GWTC-4 with the nonparametric pixelpop population model, finding that some mass features are more prominent than in parametric models but a sharp cutoff is not required. However, the parametric model passes a likelihood-based predictive test in GWTC-4 and the pixelpop results are consistent with those from our simulated catalogs with a cutoff. Such tests are necessary to make astrophysical claims from gravitational-wave catalogs.

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References (138)

  1. J. Aasi et al. (LIGO Scientific Collaboration), Classical Quantum Gravity 32, 074001 (2015).
  2. E. Capote et al., Phys. Rev. D 111, 062002 (2025).
  3. S. Soni et al. (LIGO Collaboration), Classical Quantum Gravity 42, 085016 (2025).
  4. F. Acernese et al. (Virgo Collaboration), Classical Quantum Gravity 32, 024001 (2015).
  5. T. Akutsu et al. (KAGRA Collaboration), Prog. Theor. Exp. Phys. 2021, 05A101 (2021).
  6. B. P. Abbott et al. (LIGO Scientific and Virgo Collaborations), Phys. Rev. X 9, 031040 (2019).
  7. R. Abbott et al. (LIGO Scientific and Virgo Collaborations), Phys. Rev. X 11, 021053 (2021).
  8. R. Abbott et al. (LIGO Scientific and Virgo Collaborations), Phys. Rev. D 109, 022001 (2024).
  9. R. Abbott et al. (KAGRA, Virgo, and LIGO Scientific Collaborations), Phys. Rev. X 13, 041039 (2023).
  10. A. G. Abac et al. (LIGO Scientific, Virgo, and KAGRA Collaborations), arXiv:2508.18082.
  11. M. Mapelli, Front. Astron. Space Sci. 7, 38 (2020).
  12. M. Mapelli, Formation channels of single and binary stellar-mass black holes, in Handbook of Gravitational Wave Astronomy, edited by C. Bambi, S. Katsanevas, and K. D. Kokkotas (Springer, Singapore, 2020), pp. 1–65.
  13. I. Mandel and F. S. Broekgaarden, Living Rev. Relativity 25, 1 (2022).
  14. B. P. Abbott et al. (LIGO Scientific and Virgo Collaborations), Astrophys. J. Lett. 882, L24 (2019).
  15. R. Abbott et al. (LIGO Scientific and Virgo Collaborations), Astrophys. J. Lett. 913, L7 (2021).
  16. R. Abbott et al. (KAGRA, Virgo, and LIGO Scientific Collaboration), Phys. Rev. X 13, 011048 (2023).
  17. A. G. Abac et al. (LIGO Scientific, Virgo, and KAGRA Collaborations), arXiv:2508.18083.
  18. W. A. Fowler and F. Hoyle, Astrophys. J. Suppl. Ser. 9, 201 (1964).
  19. Z. Barkat, G. Rakavy, and N. Sack, Phys. Rev. Lett. 18, 379 (1967).
  20. G. Rakavy and G. Shaviv, Astrophys. J. 148, 803 (1967).
  21. G. S. Fraley, Astrophys. Space Sci. 2, 96 (1968).
  22. S. E. Woosley, Astrophys. J. 836, 244 (2017).
  23. K. Belczynski et al., Astron. Astrophys. 594, A97 (2016).
  24. S. Stevenson, M. Sampson, J. Powell, A. Vigna-Gómez, C. J. Neijssel, D. Szécsi, and I. Mandel, Astrophys. J. 882, 121 (2019).
  25. R. Farmer, M. Renzo, S. de Mink, M. Fishbach, and S. Justham, Astrophys. J. Lett. 902, L36 (2020).
  26. A. K. Mehta, A. Buonanno, J. Gair, M. C. Miller, E. Farag, R. J. deBoer, M. Wiescher, and F. X. Timmes, Astrophys. J. 924, 39 (2022).
  27. S. E. Woosley and A. Heger, Astrophys. J. Lett. 912, L31 (2021).
  28. D. D. Hendriks, L. A. C. van Son, M. Renzo, R. G. Izzard, and R. Farmer, Mon. Not. R. Astron. Soc. 526, 4130 (2023).
  29. F. Gabrielli et al., Mon. Not. R. Astron. Soc. 534, 151 (2024).
  30. R. Farmer, M. Renzo, S. E. de Mink, P. Marchant, and S. Justham, Astrophys. J. 887, 53 (2019).
  31. M. Mapelli, M. Spera, E. Montanari, M. Limongi, A. Chieffi, N. Giacobbo, A. Bressan, and Y. Bouffanais, Astrophys. J. 888, 76 (2020).
  32. M. Renzo, R. J. Farmer, S. Justham, S. E. de Mink, Y. Götberg, and P. Marchant, Mon. Not. R. Astron. Soc. 493, 4333 (2020).
  33. P. Marchant and T. Moriya, Astron. Astrophys. 640, L18 (2020).
  34. G. Costa, A. Bressan, M. Mapelli, P. Marigo, G. Iorio, and M. Spera, Mon. Not. R. Astron. Soc. 501, 4514 (2021).
  35. R. J. deBoer et al., Rev. Mod. Phys. 89, 035007 (2017).
  36. K. Takahashi, Astrophys. J. 863, 153 (2018).
  37. E. Farag, M. Renzo, R. Farmer, M. T. Chidester, and F. X. Timmes, Astrophys. J. 937, 112 (2022).
  38. C. Talbot and E. Thrane, Astrophys. J. 856, 173 (2018).
  39. F. Antonini, M. Gieles, F. Dosopoulou, and D. Chattopadhyay, Mon. Not. R. Astron. Soc. 522, 466 (2023).
  40. J. Golomb, M. Isi, and W. M. Farr, Astrophys. J. 976, 121 (2024).
  41. S. K. Roy, L. A. C. van Son, and W. M. Farr, Classical Quantum Gravity 42, 225008 (2025).
  42. O. Sridhar, A. Ray, and V. Kalogera, arXiv:2511.22093.
  43. Y.-Z. Wang, S.-P. Tang, Y.-F. Liang, M.-Z. Han, X. Li, Z.-P. Jin, Y.-Z. Fan, and D.-M. Wei, Astrophys. J. 913, 42 (2021).
  44. E. J. Baxter, D. Croon, S. D. McDermott, and J. Sakstein, Astrophys. J. Lett. 916, L16 (2021).
  45. M. Mould, D. Gerosa, and S. R. Taylor, Phys. Rev. D 106, 103013 (2022).
  46. D. Gerosa and M. Fishbach, Nat. Astron. 5, 749 (2021).
  47. C. Karathanasis, S. Mukherjee, and S. Mastrogiovanni, Mon. Not. R. Astron. Soc. 523, 4539 (2023).
  48. Y.-Z. Wang, Y.-J. Li, J. S. Vink, Y.-Z. Fan, S.-P. Tang, Y. Qin, and D.-M. Wei, Astrophys. J. Lett. 941, L39 (2022).
  49. Y.-J. Li, Y.-Z. Wang, S.-P. Tang, and Y.-Z. Fan, Phys. Rev. Lett. 133, 051401 (2024).
  50. G. Pierra, S. Mastrogiovanni, and S. Perriès, Astron. Astrophys. 692, A80 (2024).
  51. F. Antonini, I. M. Romero-Shaw, and T. Callister, Phys. Rev. Lett. 134, 011401 (2025).
  52. F. Antonini, T. Callister, F. Dosopoulou, I. M. Romero-Shaw, and D. Chattopadhyay, Phys. Rev. D 112, 063040 (2025).
  53. I. Magaña Hernandez and A. Palmese, arXiv:2508.19208.
  54. H. Tong et al., arXiv:2509.04151.
  55. N. Guttman, E. Payne, P. D. Lasky, and E. Thrane, Astrophys. J. 996, 144 (2026).
  56. A. G. Abac et al. (LIGO Scientific, Virgo, and KAGRA Collaborations), Astrophys. J. Lett. 993, L25 (2025).
  57. I. Mandel, Astrophys. J. Lett. 996, L4 (2026).
  58. R. Tenorio and D. Gerosa, arXiv:2601.02467.
  59. F. Antonini, I. Romero-Shaw, T. Callister, F. Dosopoulou, D. Chattopadhyay, M. Gieles, and M. Mapelli, arXiv:2509.04637.
  60. Y. Shen et al., Astrophys. J. 945, 41 (2023).
  61. A. M. Mukhamedzhanov, Phys. Rev. C 113, 025803 (2026).
  62. S. Banagiri, E. Thrane, and P. D. Lasky, arXiv:2509.15646.
  63. H. Tong, T. A. Callister, M. Fishbach, E. Thrane, F. Antonini, S. Stevenson, I. M. Romero-Shaw, and F. Dosopoulou, arXiv:2511.05316.
  64. C. Plunkett, T. Callister, M. Zevin, and S. Vitale, arXiv:2601.07908.
  65. A. M. Farah, A. Vijaykumar, and M. Fishbach, arXiv:2601.03456.
  66. A. Vijaykumar, A. M. Farah, and M. Fishbach, Astrophys. J. Lett. 999, L30 (2026).
  67. Y.-Z. Wang, Y.-J. Li, S.-J. Gao, S.-P. Tang, and Y.-Z. Fan, arXiv:2510.22698.
  68. A. Ray and V. Kalogera, Astrophys. J. Lett. 998, L20 (2026).
  69. A. M. Farah, B. Edelman, M. Zevin, M. Fishbach, J. M. Ezquiaga, B. Farr, and D. E. Holz, Astrophys. J. 955, 107 (2023).
  70. A. Toubiana, M. L. Katz, and J. R. Gair, Mon. Not. R. Astron. Soc. 524, 5844 (2023).
  71. S. J. Miller, Z. Ko, T. Callister, and K. Chatziioannou, Phys. Rev. D 109, 104036 (2024).
  72. S. Biscoveanu, Astrophys. J. 996, 95 (2026).
  73. S. Vitale and M. Mould, Phys. Rev. D 112, 083015 (2025).
  74. A. G. Abac et al. (LIGO Scientific, Virgo, and KAGRA Collaborations), arXiv:2508.18079.
  75. J. Heinzel, M. Mould, S. Álvarez-López, and S. Vitale, Phys. Rev. D 111, 063043 (2025).
  76. J. Heinzel, M. Mould, and S. Vitale, Phys. Rev. D 111, L061305 (2025).
  77. S. Alvarez-Lopez, J. Heinzel, M. Mould, and S. Vitale, arXiv:2506.20731.
  78. R. Farmer, M. Renzo, S. de Mink, M. Fishbach, and S. Justham, 10.5281/zenodo.4281044 (2020).
  79. S. R. Taylor, J. R. Gair, and I. Mandel, Phys. Rev. D 85, 023535 (2012).
  80. A. G. Abac et al. (LIGO Scientific, Virgo, and KAGRA Collaborations), arXiv:2509.04348.
  81. P. A. R. Ade et al. (Planck Collaboration), Astron. Astrophys. 594, A13 (2016).
  82. A. M. Farah, M. Fishbach, and D. E. Holz, Astrophys. J. 962, 69 (2024).
  83. I. M. Romero-Shaw, E. Thrane, and P. D. Lasky, Pub. Astron. Soc. Aust. 39, e025 (2022).
  84. N. E. Wolfe, M. Mould, J. Heinzel, and S. Vitale, arXiv:2510.06220.
  85. R. Abbott et al. (LIGO Scientific and Virgo Collaborations), Phys. Rev. Lett. 125, 101102 (2020).
  86. R. Abbott et al. (LIGO Scientific and Virgo Collaborations), Astrophys. J. Lett. 900, L13 (2020).
  87. R. Essick and M. Fishbach, On reweighing single-event posteriors with population priors, Technical Report T1900895-v2, LIGO, 2019.
  88. T. Callister, Reweighting single event posteriors with hyperparameter marginalization, Technical Report T2100301-v3, LIGO, 2021.
  89. C. J. Moore and D. Gerosa, Phys. Rev. D 104, 083008 (2021).
  90. http://gracedb.ligo.org/superevents/public/O4.
  91. R. Essick et al., Phys. Rev. D 112, 102001 (2025).
  92. G. Ashton, arXiv:2510.11197.
  93. M. Fishbach, W. M. Farr, and D. E. Holz, Astrophys. J. Lett. 891, L31 (2020).
  94. M. K. Singh, S. J. Kapadia, A. Vijaykumar, and P. Ajith, Astrophys. J. 971, 23 (2024).
  95. K. Leyde, S. R. Green, A. Toubiana, and J. Gair, Phys. Rev. D 109, 064056 (2024).
  96. J.-Q. Jiang, H.-L. Huang, J. He, Y.-T. Wang, and Y.-S. Piao, arXiv:2505.15530.
  97. H. Tong, M. Fishbach, and E. Thrane, Astrophys. J. 985, 220 (2025).
  98. G. Pierra and A. Papadopoulos, arXiv:2601.03257.
  99. M. Tagliazucchi, M. Moresco, N. Borghi, and C. Ciapetti, arXiv:2601.03347.
  100. I. Magaña Hernandez and A. Palmese, Phys. Rev. D 111, 083031 (2025).
  101. J. M. Ezquiaga and D. E. Holz, Astrophys. J. Lett. 909, L23 (2021).
  102. G. Franciolini, K. Kritos, L. Reali, F. Broekgaarden, and E. Berti, Phys. Rev. D 110, 023036 (2024).
  103. V. Tiwari, Classical Quantum Gravity 35, 145009 (2018).
  104. W. M. Farr, Res. Not. AAS 3, 66 (2019).
  105. R. Essick and W. Farr, arXiv:2204.00461.
  106. C. Talbot and J. Golomb, Mon. Not. R. Astron. Soc. 526, 3495 (2023).
  107. J. Heinzel and S. Vitale, arXiv:2509.07221.
  108. M. Mould, http://github.com/mdmould/gwax (2025).
  109. J. S. Speagle, Mon. Not. R. Astron. Soc. 493, 3132 (2020).
  110. J. Skilling, AIP Conf. Proc. 735, 395 (2004).
  111. J. Skilling, Bayesian Analysis 1, 833 (2006).
  112. G. Ashton et al., Astrophys. J. Suppl. Ser. 241, 27 (2019).
  113. D. Wysocki, J. Lange, and R. O’Shaughnessy, Phys. Rev. D 100, 043012 (2019).
  114. S. Vitale, R. Lynch, R. Sturani, and P. Graff, Classical Quantum Gravity 34, 03LT01 (2017).
  115. C. Talbot and E. Thrane, Phys. Rev. D 96, 023012 (2017).
  116. S. Vitale, S. Biscoveanu, and C. Talbot, Astron. Astrophys. 668, L2 (2022).
  117. M. Fishbach, D. E. Holz, and W. M. Farr, Astrophys. J. Lett. 863, L41 (2018).
  118. V. De Renzis, F. Iacovelli, D. Gerosa, M. Mancarella, and C. Pacilio, Phys. Rev. D 111, 044048 (2025).
  119. I. Mandel, W. M. Farr, A. Colonna, S. Stevenson, P. Tiňo, and J. Veitch, Mon. Not. R. Astron. Soc. 465, 3254 (2017).
  120. A. Ray, I. Magaña Hernandez, S. Mohite, J. Creighton, and S. Kapadia, Astrophys. J. 957, 37 (2023).
  121. T. A. Callister and W. M. Farr, Phys. Rev. X 14, 021005 (2024).
  122. A. M. Farah, T. A. Callister, J. M. Ezquiaga, M. Zevin, and D. E. Holz, Astrophys. J. 978, 153 (2025).
  123. E. Thrane and C. Talbot, Pub. Astron. Soc. Aust. 36, e010 (2019); 37, e036(E) (2020).
  124. A. G. Abac et al. (LIGO Scientific, KAGRA, and Virgo Collaborations), Astrophys. J. Lett. 995, L18 (2025).
  125. C. Talbot et al., Classical Quantum Gravity 42, 235023 (2025).
  126. G. Pratten et al., Phys. Rev. D 103, 104056 (2021).
  127. B. P. Abbott et al. (KAGRA, LIGO Scientific, and Virgo Collaborations), Living Rev. Relativity 19, 1 (2016).
  128. LIGO–Virgo–KAGRA Collaboration, Noise curves used for Simulations in the update of the Observing Scenarios Paper, Technical Report T2000012-v2, LIGO, 2020.
  129. A. G. Abac et al. (LIGO Scientific, Virgo, and KAGRA Collaborations), arXiv:2508.18081.
  130. R. Essick, Phys. Rev. D 108, 043011 (2023).
  131. M. Mould, C. J. Moore, and D. Gerosa, Phys. Rev. D 109, 063013 (2024).
  132. R. Essick and M. Fishbach, Astrophys. J. 962, 169 (2024).
  133. M. Mould, N. E. Wolfe, and S. Vitale, Phys. Rev. D 111, 123049 (2025).
  134. N. J. Cornish, arXiv:1007.4820.
  135. N. J. Cornish, Phys. Rev. D 104, 104054 (2021).
  136. B. Zackay, L. Dai, and T. Venumadhav, arXiv:1806.08792.
  137. N. Leslie, L. Dai, and G. Pratten, Phys. Rev. D 104, 123030 (2021).
  138. K. Krishna, A. Vijaykumar, A. Ganguly, C. Talbot, S. Biscoveanu, R. N. George, N. Williams, and A. Zimmerman, arXiv:2312.06009.

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