Reuse & Permissions

It is not necessary to obtain permission to reuse this article or its components as it is available under the terms of the Creative Commons Attribution 4.0 International license. This license permits unrestricted use, distribution, and reproduction in any medium, provided attribution to the author(s) and the published article's title, journal citation, and DOI are maintained. Please note that some figures may have been included with permission from other third parties. It is your responsibility to obtain the proper permission from the rights holder directly for these figures.

Export citation

Export citation

Choose format for download:

Download Citation
  • Editors' Suggestion
  • Open Access

Dwarf Galaxies Imply Dark Matter Is Heavier than 2.2×10−21  eV

Tim Zimmermann1,*, James Alvey2,3,4,†, David J. E. Marsh5,‡, Malcolm Fairbairn5,§, and Justin I. Read6,∥

  • 1Institute of Theoretical Astrophysics, University of Oslo, P.O. Box 1029 Blindern, Oslo, Norway
  • 2Kavli Institute for Cosmology Cambridge, Madingley Road, Cambridge CB3 0HA, United Kingdom
  • 3Institute of Astronomy, University of Cambridge, Madingley Road, Cambridge CB3 0HA, United Kingdom
  • 4GRAPPA Institute, Institute for Theoretical Physics Amsterdam, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
  • 5Theoretical Particle Physics and Cosmology, King’s College London, Strand, London WC2R 2LS, United Kingdom
  • 6Department of Physics, University of Surrey, Guildford GU2 7XH, United Kingdom

  • *Contact author: timzi@astro.uio.no
  • †Contact author: jbga2@cam.ac.uk
  • ‡Contact author: david.j.marsh@kcl.ac.uk
  • §Contact author: malcolm.fairbairn@kcl.ac.uk
  • ∥Contact author: j.read@surrey.ac.uk

Phys. Rev. Lett. 134, 151001 – Published 14 April, 2025

DOI: https://doi.org/10.1103/PhysRevLett.134.151001

Abstract

It is widely established that a lower bound on the dark matter particle mass, m, can be obtained by demanding that the de Broglie wavelength in a given galaxy must be smaller than the virial radius of the galaxy, leading to m≳10−22  eV when applied to typical dwarf galaxies. This lower limit has never been derived precisely or rigorously. We use stellar kinematical data for the Milky Way satellite galaxy Leo II to self-consistently reconstruct a statistical ensemble of dark matter wave functions and corresponding density profiles. By comparison to a data-driven, model-independent reconstruction, and using a variant of the maximum mean discrepancy as a statistical measure, we determine that a self-consistent description of dark matter in the local Universe requires m>2.2×10−21  eV  (CL>95%). This lower limit is free of any assumptions pertaining to cosmology, microphysics (including spin), or dynamics of dark matter, and only assumes that it is predominantly composed of a single bosonic particle species.

View figure in article

Physics Subject Headings (PhySH)

Article Text

Supplemental Material

References (98)

  1. G. Bertone and D. Hooper, Rev. Mod. Phys. 90, 045002 (2018).
  2. D. J. E. Marsh, D. Ellis, and V. M. Mehta, Dark Matter: Evidence, Theory, and Constraints (Princeton University Press, Princeton, NJ, 2024).
  3. N. Aghanim et al. (Planck Collaboration), Astron. Astrophys. 641, A6 (2020); 652, C4(E) (2021).
  4. S. Alam et al. (BOSS Collaboration), Mon. Not. R. Astron. Soc. 470, 2617 (2017).
  5. D. J. Eisenstein et al. (SDSS Collaboration), Astrophys. J. 633, 560 (2005).
  6. G. Battaglia, A. Helmi, E. Tolstoy, M. Irwin, V. Hill, and P. Jablonka, Astrophys. J. Lett. 681, L13 (2008).
  7. E. Aprile et al. (XENON Collaboration), Phys. Rev. Lett. 121, 111302 (2018).
  8. C. Bartram et al. (ADMX Collaboration), Phys. Rev. Lett. 127, 261803 (2021).
  9. J. M. Gaskins, Contemp. Phys. 57, 496 (2016).
  10. T. D. Brandt, Astrophys. J. Lett. 824, L31 (2016).
  11. S. Tremaine and J. E. Gunn, Phys. Rev. Lett. 42, 407 (1979).
  12. A. Boyarsky, O. Ruchayskiy, and D. Iakubovskyi, J. Cosmol. Astropart. Phys. 03 (2009) 005.
  13. J. Alvey, N. Sabti, V. Tiki, D. Blas, K. Bondarenko, A. Boyarsky, M. Escudero, M. Fairbairn, M. Orkney, and J. I. Read, Mon. Not. R. Astron. Soc. 501, 1188 (2021).
  14. Ł. Rudnicki, Phys. Rev. A 85, 022112 (2012).
  15. M. E. Spencer, M. Mateo, M. G. Walker, E. W. Olszewski, A. W. McConnachie, E. N. Kirby, and A. Koch, Astron. J. 153, 254 (2017).
  16. J. I. Read and P. Steger, Mon. Not. R. Astron. Soc. 471, 4541 (2017).
  17. M. L. M. Collins, J. I. Read, R. A. Ibata, R. M. Rich, N. F. Martin, J. Peñarrubia, S. C. Chapman, E. J. Tollerud, and D. R. Weisz, Mon. Not. R. Astron. Soc. 505, 5686 (2021).
  18. J. Binney and S. Tremaine, Galactic Dynamics (Princeton University Press, Princeton, 1987).
  19. K. K. Rogers and H. V. Peiris, Phys. Rev. Lett. 126, 071302 (2021).
  20. D. J. E. Marsh and J. C. Niemeyer, Phys. Rev. Lett. 123, 051103 (2019).
  21. N. Dalal and A. Kravtsov, Phys. Rev. D 106, 063517 (2022).
  22. A. Gretton, K. M. Borgwardt, M. J. Rasch, B. Schölkopf, and A. Smola, J. Mach. Learn. Res. 13, 723 (2012), https://www.jmlr.org/papers/volume13/gretton12a/gretton12a.pdf.
  23. F. Biggs, A. Schrab, and A. Gretton, Adv. Neural Inf. Process. Syst. 36 (2023), https://proceedings.neurips.cc/paper_files/paper/2023/hash/edd00cead3425393baf13004de993017-Abstract-Conference.html.
  24. G. Wynne and A. B. Duncan, arXiv:2008.11095.
  25. See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevLett.134.151001 for technical details regarding the jaxsp library and additional justification of the statistical methods applied here, which includes Refs. [26–47].
  26. M. Hillery, R. F. O’Connell, M. O. Scully, and E. P. Wigner, Phys. Rep. 106, 121 (1984).
  27. W. Yourgrau, A. van der Merwe, and R. A. Rudin, J. Electrochem. Soc. 119, 329C (1972).
  28. C. Uhlemann, M. Kopp, and T. Haugg, Phys. Rev. D 90, 023517 (2014).
  29. B. Q. Song, J. D. H. Smith, L. Luo, and J. Wang, Phys. Rev. B 109, 144301 (2024).
  30. V. Ledoux, L. Ixaru, M. Rizea, M. Van Daele, and G. V. Berghe, Comput. Phys. Commun. 175, 612 (2006).
  31. C. Bowen and J.-C. Pain, High Energy Density Phys. 47, 101042 (2023).
  32. J. D. Pryce, Numerical Solution of Sturm-Liouville Problems (Oxford University Press, New York, 1993).
  33. V. Ledoux and M. Van Daele, Comput. Phys. Commun. 181, 1335 (2010).
  34. V. Ledoux and M. Van Daele, ACM Trans. Math. Softw. 42, 1 (2016).
  35. M. D. Milkhailov and N. L. Vulchanov, J. Comput. Phys. 50, 323 (1983).
  36. W. H. Wittrick and F. W. Williams, Q. J. Mech. Appl. Math. 24, 263 (1971).
  37. S. Yuan, K. Ye, and F. Williams, J. Sound Vib. 269, 689 (2004).
  38. S. Yuan, K. Ye, F. W. Williams, and D. Kennedy, Int. J. Numer. Methods Eng. 56, 1795 (2003).
  39. S. Yuan, K. Ye, C. Xiao, D. Kennedy, and F. W. Williams, J. Eng. Math. 86, 157 (2014).
  40. M. Gosenca, A. Eberhardt, Y. Wang, B. Eggemeier, E. Kendall, J. L. Zagorac, and R. Easther, Phys. Rev. D 107, 083014 (2023).
  41. R. E. Smith and P. I. R. Watts, Mon. Not. R. Astron. Soc. 360, 203 (2005).
  42. K. Hayashi, M. Chiba, and T. Ishiyama, Astrophys. J. 904, 45 (2020).
  43. D. G. Levkov, A. G. Panin, and I. I. Tkachev, Phys. Rev. Lett. 121, 151301 (2018).
  44. K. J. Mighell and R. M. Rich, Astron. J. 111, 777 (1996).
  45. L. Teodori, A. Caputo, and K. Blum, arXiv:2501.07631.
  46. J. I. Read, M. G. Walker, and P. Steger, Mon. Not. R. Astron. Soc. 481, 860 (2018).
  47. A. Genina, J. I. Read, C. S. Frenk, S. Cole, A. Benítez-Llambay, A. D. Ludlow, J. F. Navarro, K. A. Oman, and A. Robertson, Mon. Not. R. Astron. Soc. 498, 144 (2020).
  48. J. H. Jeans, Mon. Not. R. Astron. Soc. 82, 122 (1922).
  49. J. Binney and G. A. Mamon, Mon. Not. R. Astron. Soc. 200, 361 (1982).
  50. M. R. Merrifield and S. M. Kent, Astron. J. 99, 1548 (1990).
  51. M. I. Wilkinson, J. Kleyna, N. W. Evans, and G. Gilmore, Mon. Not. R. Astron. Soc. 330, 778 (2002).
  52. E. L. Łokas and G. A. Mamon, Mon. Not. R. Astron. Soc. 343, 401 (2003).
  53. A. X. González-Morales, D. J. E. Marsh, J. Peñarrubia, and L. A. Ureña-López, Mon. Not. R. Astron. Soc. 472, 1346 (2017).
  54. T. Richardson and M. Fairbairn, Mon. Not. R. Astron. Soc. 441, 1584 (2014).
  55. T. Richardson and M. Fairbairn, Mon. Not. R. Astron. Soc. 432, 3361 (2013).
  56. J. F. Navarro, C. S. Frenk, and S. D. M. White, Astrophys. J. 490, 493 (1997).
  57. L. Hui, J. P. Ostriker, S. Tremaine, and E. Witten, Phys. Rev. D 95, 043541 (2017).
  58. B. Bar-Or, J.-B. Fouvry, and S. Tremaine, Astrophys. J. 871, 28 (2019).
  59. J. I. Read, M. I. Wilkinson, N. W. Evans, G. Gilmore, and J. T. Kleyna, Mon. Not. R. Astron. Soc. 367, 387 (2006).
  60. M. De Leo, J. I. Read, N. E. D. Noel, D. Erkal, P. Massana, and R. Carrera, arXiv:2303.08838.
  61. J. I. Read and P. Steger, Mon. Not. R. Astron. Soc. 471, 4541 (2017).
  62. J. I. Read, M. G. Walker, and P. Steger, Mon. Not. R. Astron. Soc. 481, 860 (2018).
  63. A. Genina, J. I. Read, C. S. Frenk, S. Cole, A. Benítez-Llambay, A. D. Ludlow, J. F. Navarro, K. A. Oman, and A. Robertson, Mon. Not. R. Astron. Soc. 498, 144 (2020).
  64. A. Alvarez, F. Calore, A. Genina, J. Read, P. D. Serpico, and B. Zaldivar, J. Cosmol. Astropart. Phys. 09 (2020) 004.
  65. J. I. Read, G. A. Mamon, E. Vasiliev, L. L. Watkins, M. G. Walker, J. Peñarrubia, M. Wilkinson, W. Dehnen, and P. Das, Mon. Not. R. Astron. Soc. 501, 978 (2021).
  66. L. Hui, Annu. Rev. Astron. Astrophys. 59, 247 (2021).
  67. S.-C. Lin, H.-Y. Schive, S.-K. Wong, and T. Chiueh, Phys. Rev. D 97, 103523 (2018).
  68. N. Dalal, J. Bovy, L. Hui, and X. Li, J. Cosmol. Astropart. Phys. 03 (2021) 076.
  69. T. D. Yavetz, X. Li, and L. Hui, Phys. Rev. D 105, 023512 (2022).
  70. S.-C. Lin, H.-Y. Schive, S.-K. Wong, and T. Chiueh, Phys. Rev. D 97, 103523 (2018).
  71. B. K. Sriperumbudur, A. Gretton, K. Fukumizu, B. Schölkopf, and G. R. G. Lanckriet, arXiv:0907.5309.
  72. J. Hemerik and J. Goeman, Test 27, 811 (2018).
  73. L. Hui, J. P. Ostriker, S. Tremaine, and E. Witten, Phys. Rev. D 95, 043541 (2017).
  74. M. G. Walker, M. Mateo, and E. W. Olszewski, Astron. J. 137, 3100 (2009).
  75. D. J. E. Marsh, Phys. Rep. 643, 1 (2016).
  76. R. Hlozek, D. Grin, D. J. E. Marsh, and P. G. Ferreira, Phys. Rev. D 91, 103512 (2015).
  77. M. Dentler, D. J. E. Marsh, R. Hložek, A. Laguë, K. K. Rogers, and D. Grin, Mon. Not. R. Astron. Soc. 515, 5646 (2022).
  78. E. O. Nadler et al. (DES Collaboration), Phys. Rev. Lett. 126, 091101 (2021).
  79. H. Winch, K. K. Rogers, R. Hložek, and D. J. E. Marsh, Astrophys. J. 976, 40 (2024).
  80. H.-Y. Schive, T. Chiueh, and T. Broadhurst, Nat. Phys. 10, 496 (2014).
  81. M. Jain and M. A. Amin, Phys. Rev. D 105, 056019 (2022).
  82. M. A. Amin, M. Jain, R. Karur, and P. Mocz, J. Cosmol. Astropart. Phys. 08 (2022) 014.
  83. M. Jain, M. A. Amin, J. Thomas, and W. Wanichwecharungruang, Phys. Rev. D 108, 043535 (2023).
  84. J. Chen, X. Du, M. Zhou, A. Benson, and D. J. E. Marsh, Phys. Rev. D 108, 083021 (2023).
  85. H.-Y. Schive, M.-H. Liao, T.-P. Woo, S.-K. Wong, T. Chiueh, T. Broadhurst, and W. Y. P. Hwang, Phys. Rev. Lett. 113, 261302 (2014).
  86. H. Y. J. Chan, E. G. M. Ferreira, S. May, K. Hayashi, and M. Chiba, Mon. Not. R. Astron. Soc. 511, 943 (2022).
  87. H.-Y. Schive, T. Chiueh, and T. Broadhurst, Phys. Rev. Lett. 124, 201301 (2020).
  88. D. J. E. Marsh and A.-R. Pop, Mon. Not. R. Astron. Soc. 451, 2479 (2015).
  89. E. Calabrese and D. N. Spergel, Mon. Not. R. Astron. Soc. 460, 4397 (2016).
  90. S.-R. Chen, H.-Y. Schive, and T. Chiueh, Mon. Not. R. Astron. Soc. 468, 1338 (2017).
  91. M. Safarzadeh and D. N. Spergel, Astrophys. J. 893, 21 (2020).
  92. I. S. Goldstein, S. M. Koushiappas, and M. G. Walker, Phys. Rev. D 106, 063010 (2022).
  93. K. Hayashi, E. G. M. Ferreira, and H. Y. J. Chan, Astrophys. J. Lett. 912, L3 (2021).
  94. N. Bar, D. Blas, K. Blum, and S. Sibiryakov, Phys. Rev. D 98, 083027 (2018).
  95. A. Pontzen and F. Governato, Nature (London) 506, 171 (2014).
  96. A. Arvanitaki, S. Dimopoulos, S. Dubovsky, N. Kaloper, and J. March-Russell, Phys. Rev. D 81, 123530 (2010).
  97. https://github.com/timzimm/jaxsp
  98. https://github.com/timzimm/boson_dsph

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation