- Editors' Suggestion
- Open Access
Dwarf Galaxies Imply Dark Matter Is Heavier than
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, , 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 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 (). 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.
Physics Subject Headings (PhySH)
Article Text
Supplemental Material
References (98)
- G. Bertone and D. Hooper, Rev. Mod. Phys. 90, 045002 (2018).
- D. J. E. Marsh, D. Ellis, and V. M. Mehta, Dark Matter: Evidence, Theory, and Constraints (Princeton University Press, Princeton, NJ, 2024).
- N. Aghanim et al. (Planck Collaboration), Astron. Astrophys. 641, A6 (2020); 652, C4(E) (2021).
- S. Alam et al. (BOSS Collaboration), Mon. Not. R. Astron. Soc. 470, 2617 (2017).
- D. J. Eisenstein et al. (SDSS Collaboration), Astrophys. J. 633, 560 (2005).
- G. Battaglia, A. Helmi, E. Tolstoy, M. Irwin, V. Hill, and P. Jablonka, Astrophys. J. Lett. 681, L13 (2008).
- E. Aprile et al. (XENON Collaboration), Phys. Rev. Lett. 121, 111302 (2018).
- C. Bartram et al. (ADMX Collaboration), Phys. Rev. Lett. 127, 261803 (2021).
- J. M. Gaskins, Contemp. Phys. 57, 496 (2016).
- T. D. Brandt, Astrophys. J. Lett. 824, L31 (2016).
- S. Tremaine and J. E. Gunn, Phys. Rev. Lett. 42, 407 (1979).
- A. Boyarsky, O. Ruchayskiy, and D. Iakubovskyi, J. Cosmol. Astropart. Phys. 03 (2009) 005.
- 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).
- Ł. Rudnicki, Phys. Rev. A 85, 022112 (2012).
- 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).
- J. I. Read and P. Steger, Mon. Not. R. Astron. Soc. 471, 4541 (2017).
- 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).
- J. Binney and S. Tremaine, Galactic Dynamics (Princeton University Press, Princeton, 1987).
- K. K. Rogers and H. V. Peiris, Phys. Rev. Lett. 126, 071302 (2021).
- D. J. E. Marsh and J. C. Niemeyer, Phys. Rev. Lett. 123, 051103 (2019).
- N. Dalal and A. Kravtsov, Phys. Rev. D 106, 063517 (2022).
- 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.
- 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.
- G. Wynne and A. B. Duncan, arXiv:2008.11095.
- 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].
- M. Hillery, R. F. O’Connell, M. O. Scully, and E. P. Wigner, Phys. Rep. 106, 121 (1984).
- W. Yourgrau, A. van der Merwe, and R. A. Rudin, J. Electrochem. Soc. 119, 329C (1972).
- C. Uhlemann, M. Kopp, and T. Haugg, Phys. Rev. D 90, 023517 (2014).
- B. Q. Song, J. D. H. Smith, L. Luo, and J. Wang, Phys. Rev. B 109, 144301 (2024).
- V. Ledoux, L. Ixaru, M. Rizea, M. Van Daele, and G. V. Berghe, Comput. Phys. Commun. 175, 612 (2006).
- C. Bowen and J.-C. Pain, High Energy Density Phys. 47, 101042 (2023).
- J. D. Pryce, Numerical Solution of Sturm-Liouville Problems (Oxford University Press, New York, 1993).
- V. Ledoux and M. Van Daele, Comput. Phys. Commun. 181, 1335 (2010).
- V. Ledoux and M. Van Daele, ACM Trans. Math. Softw. 42, 1 (2016).
- M. D. Milkhailov and N. L. Vulchanov, J. Comput. Phys. 50, 323 (1983).
- W. H. Wittrick and F. W. Williams, Q. J. Mech. Appl. Math. 24, 263 (1971).
- S. Yuan, K. Ye, and F. Williams, J. Sound Vib. 269, 689 (2004).
- S. Yuan, K. Ye, F. W. Williams, and D. Kennedy, Int. J. Numer. Methods Eng. 56, 1795 (2003).
- S. Yuan, K. Ye, C. Xiao, D. Kennedy, and F. W. Williams, J. Eng. Math. 86, 157 (2014).
- M. Gosenca, A. Eberhardt, Y. Wang, B. Eggemeier, E. Kendall, J. L. Zagorac, and R. Easther, Phys. Rev. D 107, 083014 (2023).
- R. E. Smith and P. I. R. Watts, Mon. Not. R. Astron. Soc. 360, 203 (2005).
- K. Hayashi, M. Chiba, and T. Ishiyama, Astrophys. J. 904, 45 (2020).
- D. G. Levkov, A. G. Panin, and I. I. Tkachev, Phys. Rev. Lett. 121, 151301 (2018).
- K. J. Mighell and R. M. Rich, Astron. J. 111, 777 (1996).
- L. Teodori, A. Caputo, and K. Blum, arXiv:2501.07631.
- J. I. Read, M. G. Walker, and P. Steger, Mon. Not. R. Astron. Soc. 481, 860 (2018).
- 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).
- J. H. Jeans, Mon. Not. R. Astron. Soc. 82, 122 (1922).
- J. Binney and G. A. Mamon, Mon. Not. R. Astron. Soc. 200, 361 (1982).
- M. R. Merrifield and S. M. Kent, Astron. J. 99, 1548 (1990).
- M. I. Wilkinson, J. Kleyna, N. W. Evans, and G. Gilmore, Mon. Not. R. Astron. Soc. 330, 778 (2002).
- E. L. Łokas and G. A. Mamon, Mon. Not. R. Astron. Soc. 343, 401 (2003).
- A. X. González-Morales, D. J. E. Marsh, J. Peñarrubia, and L. A. Ureña-López, Mon. Not. R. Astron. Soc. 472, 1346 (2017).
- T. Richardson and M. Fairbairn, Mon. Not. R. Astron. Soc. 441, 1584 (2014).
- T. Richardson and M. Fairbairn, Mon. Not. R. Astron. Soc. 432, 3361 (2013).
- J. F. Navarro, C. S. Frenk, and S. D. M. White, Astrophys. J. 490, 493 (1997).
- L. Hui, J. P. Ostriker, S. Tremaine, and E. Witten, Phys. Rev. D 95, 043541 (2017).
- B. Bar-Or, J.-B. Fouvry, and S. Tremaine, Astrophys. J. 871, 28 (2019).
- J. I. Read, M. I. Wilkinson, N. W. Evans, G. Gilmore, and J. T. Kleyna, Mon. Not. R. Astron. Soc. 367, 387 (2006).
- M. De Leo, J. I. Read, N. E. D. Noel, D. Erkal, P. Massana, and R. Carrera, arXiv:2303.08838.
- J. I. Read and P. Steger, Mon. Not. R. Astron. Soc. 471, 4541 (2017).
- J. I. Read, M. G. Walker, and P. Steger, Mon. Not. R. Astron. Soc. 481, 860 (2018).
- 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).
- A. Alvarez, F. Calore, A. Genina, J. Read, P. D. Serpico, and B. Zaldivar, J. Cosmol. Astropart. Phys. 09 (2020) 004.
- 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).
- L. Hui, Annu. Rev. Astron. Astrophys. 59, 247 (2021).
- S.-C. Lin, H.-Y. Schive, S.-K. Wong, and T. Chiueh, Phys. Rev. D 97, 103523 (2018).
- N. Dalal, J. Bovy, L. Hui, and X. Li, J. Cosmol. Astropart. Phys. 03 (2021) 076.
- T. D. Yavetz, X. Li, and L. Hui, Phys. Rev. D 105, 023512 (2022).
- S.-C. Lin, H.-Y. Schive, S.-K. Wong, and T. Chiueh, Phys. Rev. D 97, 103523 (2018).
- B. K. Sriperumbudur, A. Gretton, K. Fukumizu, B. Schölkopf, and G. R. G. Lanckriet, arXiv:0907.5309.
- J. Hemerik and J. Goeman, Test 27, 811 (2018).
- L. Hui, J. P. Ostriker, S. Tremaine, and E. Witten, Phys. Rev. D 95, 043541 (2017).
- M. G. Walker, M. Mateo, and E. W. Olszewski, Astron. J. 137, 3100 (2009).
- D. J. E. Marsh, Phys. Rep. 643, 1 (2016).
- R. Hlozek, D. Grin, D. J. E. Marsh, and P. G. Ferreira, Phys. Rev. D 91, 103512 (2015).
- M. Dentler, D. J. E. Marsh, R. Hložek, A. Laguë, K. K. Rogers, and D. Grin, Mon. Not. R. Astron. Soc. 515, 5646 (2022).
- E. O. Nadler et al. (DES Collaboration), Phys. Rev. Lett. 126, 091101 (2021).
- H. Winch, K. K. Rogers, R. Hložek, and D. J. E. Marsh, Astrophys. J. 976, 40 (2024).
- H.-Y. Schive, T. Chiueh, and T. Broadhurst, Nat. Phys. 10, 496 (2014).
- M. Jain and M. A. Amin, Phys. Rev. D 105, 056019 (2022).
- M. A. Amin, M. Jain, R. Karur, and P. Mocz, J. Cosmol. Astropart. Phys. 08 (2022) 014.
- M. Jain, M. A. Amin, J. Thomas, and W. Wanichwecharungruang, Phys. Rev. D 108, 043535 (2023).
- J. Chen, X. Du, M. Zhou, A. Benson, and D. J. E. Marsh, Phys. Rev. D 108, 083021 (2023).
- 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).
- H. Y. J. Chan, E. G. M. Ferreira, S. May, K. Hayashi, and M. Chiba, Mon. Not. R. Astron. Soc. 511, 943 (2022).
- H.-Y. Schive, T. Chiueh, and T. Broadhurst, Phys. Rev. Lett. 124, 201301 (2020).
- D. J. E. Marsh and A.-R. Pop, Mon. Not. R. Astron. Soc. 451, 2479 (2015).
- E. Calabrese and D. N. Spergel, Mon. Not. R. Astron. Soc. 460, 4397 (2016).
- S.-R. Chen, H.-Y. Schive, and T. Chiueh, Mon. Not. R. Astron. Soc. 468, 1338 (2017).
- M. Safarzadeh and D. N. Spergel, Astrophys. J. 893, 21 (2020).
- I. S. Goldstein, S. M. Koushiappas, and M. G. Walker, Phys. Rev. D 106, 063010 (2022).
- K. Hayashi, E. G. M. Ferreira, and H. Y. J. Chan, Astrophys. J. Lett. 912, L3 (2021).
- N. Bar, D. Blas, K. Blum, and S. Sibiryakov, Phys. Rev. D 98, 083027 (2018).
- A. Pontzen and F. Governato, Nature (London) 506, 171 (2014).
- A. Arvanitaki, S. Dimopoulos, S. Dubovsky, N. Kaloper, and J. March-Russell, Phys. Rev. D 81, 123530 (2010).
- https://github.com/timzimm/jaxsp
- https://github.com/timzimm/boson_dsph