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
  • Open Access

New Universality Class Describes Vicsek’s Flocking Phase in Physical Dimensions

Patrick Jentsch and Chiu Fan Lee*

  • *Contact author: c.lee@imperial.ac.uk

Phys. Rev. Lett. 133, 128301 – Published 17 September, 2024

DOI: https://doi.org/10.1103/PhysRevLett.133.128301

Abstract

The Vicsek simulation model of flocking together with its theoretical treatment by Toner and Tu in 1995 were two foundational cornerstones of active matter physics. However, despite the field’s tremendous progress, the actual universality class (UC) governing the scaling behavior of Viscek’s “flocking” phase remains elusive. Here, we use nonperturbative, functional renormalization group methods to analyze, numerically and analytically, a simplified version of the Toner-Tu model, and uncover a novel UC with scaling exponents that agree remarkably well with the values obtained in a recent simulation study by Mahault et al. [Phys. Rev. Lett. 123, 218001 (2019)], in both two and three spatial dimensions. We therefore believe that there is strong evidence that the UC uncovered here describes Vicsek’s flocking phase.

View figure in article

Physics Subject Headings (PhySH)

Article Text

Supplemental Material

References (51)

  1. T. Vicsek, A. Czirók, E. Ben-Jacob, I. Cohen, and O. Shochet, Novel type of phase transition in a system of self-driven particles, Phys. Rev. Lett. 75, 1226 (1995).
  2. J. Toner and Y. Tu, Long-range order in a two-dimensional dynamical XY model: How birds fly together, Phys. Rev. Lett. 75, 4326 (1995).
  3. G. Grégoire and H. Chaté, Onset of collective and cohesive motion, Phys. Rev. Lett. 92, 025702 (2004).
  4. J. Toner, Reanalysis of the hydrodynamic theory of fluid, polar-ordered flocks, Phys. Rev. E 86, 031918 (2012).
  5. B. Mahault, F. Ginelli, and H. Chaté, Quantitative assessment of the Toner and Tu theory of polar flocks, Phys. Rev. Lett. 123, 218001 (2019).
  6. The FRG is sometimes also called nonperturbative RG (NPRG) or exact RG. While it is sometimes advocated that the name FRG should only be used when the ansatz for the effective action contains functional couplings, and NPRG only when nonperturbative effects are taken into account, we use the term FRG here simply to refer to an approach based on the Wetterich equation (14), even though our ansatz has no functional couplings but still contains nonperturbative effects.

  7. C. Wetterich, Exact evolution equation for the effective potential, Phys. Lett. B 301, 90 (1993).
  8. T. R. Morris, The exact renormalization group and approximate solutions, Int. J. Mod. Phys. A 09, 2411 (1994).
  9. U. Ellwanger, Flow equations for N point functions and bound states, Z. Phys. C Part. Fields 62, 503 (1994).
  10. J. Berges, N. Tetradis, and C. Wetterich, Non-perturbative renormalization flow in quantum field theory and statistical physics, Phys. Rep. 363, 223 (2002).
  11. P. Kopietz, L. Bartosch, and F. Schütz, Introduction to the Functional Renormalization Group, Lecture Notes in Physics Vol. 798 (Springer Berlin Heidelberg, Berlin, Heidelberg, 2010), 10.1007/978-3-642-05094-7.
  12. B. Delamotte, An introduction to the nonperturbative renormalization group, in Renormalization Group and Effective Field Theory Approaches to Many-Body Systems, Lecture Notes in Physics, edited by A. Schwenk and J. Polonyi (Springer, Berlin, Heidelberg, 2012), pp. 49–132, 10.1007/978-3-642-27320-9_2.
  13. N. Dupuis, L. Canet, A. Eichhorn, W. Metzner, J. M. Pawlowski, M. Tissier, and N. Wschebor, The nonperturbative functional renormalization group and its applications, Phys. Rep. 910, 1 (2021).
  14. L. Canet, H. Chaté, and B. Delamotte, General framework of the non-perturbative renormalization group for non-equilibrium steady states, J. Phys. A 44, 495001 (2011).
  15. J. Toner and Y. Tu, Flocks, herds, and schools: A quantitative theory of flocking, Phys. Rev. E 58, 4828 (1998).
  16. L. Chen, C. F. Lee, and J. Toner, Mapping two-dimensional polar active fluids to two-dimensional soap and one-dimensional sandblasting, Nat. Commun. 7, 12215 (2016).
  17. L. Chen, C. F. Lee, A. Maitra, and J. Toner, Dynamics of packed swarms: Time-displaced correlators of two-dimensional incompressible flocks, Phys. Rev. E 109, L012601 (2024).
  18. L. Chen, C. F. Lee, and J. Toner, Incompressible polar active fluids in the moving phase in dimensions d>2, New J. Phys. 20, 113035 (2018).
  19. J. Toner, Birth, death, and flight: A theory of Malthusian flocks, Phys. Rev. Lett. 108, 088102 (2012).
  20. L. Chen, C. F. Lee, and J. Toner, Moving, reproducing, and dying beyond flatland: Malthusian flocks in dimensions d>2, Phys. Rev. Lett. 125, 098003 (2020).
  21. K. G. Wilson and J. Kogut, The renormalization group and the ε expansion, Phys. Rep. 12, 75 (1974).
  22. E. Brézin and J. Zinn-Justin, Renormalization of the nonlinear σ model in 2+ε dimensions—application to the Heisenberg ferromagnets, Phys. Rev. Lett. 36, 691 (1976).
  23. N. Dupuis, Infrared behavior in systems with a broken continuous symmetry: Classical O(n) model versus interacting bosons, Phys. Rev. E 83, 031120 (2011).
  24. P. Jentsch and C. F. Lee, Can exact scaling exponents be obtained using the renormalization group? Affirmative evidence from incompressible polar active fluids, arXiv:2307.06725.
  25. See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevLett.133.128301 for further analytical and numerical details.
  26. M. Galassi, J. Davies, J. Theiler, B. Gough, G. Jungman, P. Alken, M. Booth, and F. Rossi, GNU Scientific Library Reference Manual (3rd ed.) (Network Theory Ltd, Bristol, 2009).
  27. D. Forster, D. R. Nelson, and M. J. Stephen, Large-distance and long-time properties of a randomly stirred fluid, Phys. Rev. A 16, 732 (1977).
  28. P. C. Martin, E. D. Siggia, and H. A. Rose, Statistical dynamics of classical systems, Phys. Rev. A 8, 423 (1973).
  29. C. De Dominicis, Techniques de renormalisation de la théorie des champs et dynamique des phénomènes critiques, Le J. Phys. Colloq. 37, C1 (1976).
  30. H.-K. Janssen, On a Lagrangean for classical field dynamics and renormalization group calculations of dynamical critical properties, Z. Phys. B Condens. Matter 23, 377 (1976).
  31. L. Canet, B. Delamotte, and N. Wschebor, Fully developed isotropic turbulence: Symmetries and exact identities, Phys. Rev. E 91, 053004 (2015).
  32. P. Jentsch and C. F. Lee, Critical phenomena in compressible polar active fluids: Dynamical and functional renormalization group studies, Phys. Rev. Res. 5, 023061 (2023).
  33. T. R. Morris, Momentum scale expansion of sharp cutoff flow equations, Nucl. Phys. B458, 477 (1996).
  34. T. Hwa and M. Kardar, Dissipative transport in open systems: An investigation of self-organized criticality, Phys. Rev. Lett. 62, 1813 (1989).
  35. J. Toner, N. Guttenberg, and Y. Tu, Swarming in the dirt: Ordered flocks with quenched disorder, Phys. Rev. Lett. 121, 248002 (2018).
  36. S. Mahdisoltani, R. B. A. Zinati, C. Duclut, A. Gambassi, and R. Golestanian, Nonequilibrium polarity-induced chemotaxis: Emergent galilean symmetry and exact scaling exponents, Phys. Rev. Res. 3, 013100 (2021).
  37. L. Chen, C. F. Lee, A. Maitra, and J. Toner, Packed swarms on dirt: Two-dimensional incompressible flocks with quenched and annealed disorder, Phys. Rev. Lett. 129, 188004 (2022).
  38. L. Chen, J. Toner, and C. F. Lee, Critical phenomenon of the order–disorder transition in incompressible active fluids, New J. Phys. 17, 042002 (2015).
  39. L. Chen, C. F. Lee, and J. Toner, Squeezed in three dimensions, moving in two: Hydrodynamic theory of three-dimensional incompressible easy-plane polar active fluids, Phys. Rev. E 98, 040602(R) (2018).
  40. J. Toner, N. Guttenberg, and Y. Tu, Hydrodynamic theory of flocking in the presence of quenched disorder, Phys. Rev. E 98, 062604 (2018).
  41. L. Chen, C. F. Lee, and J. Toner, Universality class for a nonequilibrium state of matter: A d=4−ε expansion study of Malthusian flocks, Phys. Rev. E 102, 022610 (2020).
  42. L. Chen, C. F. Lee, A. Maitra, and J. Toner, Hydrodynamic theory of two-dimensional incompressible polar active fluids with quenched and annealed disorder, Phys. Rev. E 106, 044608 (2022).
  43. L. Chen, C. F. Lee, A. Maitra, and J. Toner, Incompressible polar active fluids with quenched random field disorder in dimensions d>2, Phys. Rev. Lett. 129, 198001 (2022).
  44. R. B. A. Zinati, M. Besse, G. Tarjus, and M. Tissier, Dense polar active fluids in a disordered environment, Phys. Rev. E 105, 064605 (2022).
  45. A. Cavagna, L. Di Carlo, I. Giardina, T. S. Grigera, S. Melillo, L. Parisi, G. Pisegna, and M. Scandolo, Natural swarms in 3.99 dimensions, Nat. Phys. 19, 1043 (2023).
  46. J. Codina, B. Mahault, H. Chaté, J. Dobnikar, I. Pagonabarraga, and X. Q. Shi, Small obstacle in a large polar flock, Phys. Rev. Lett. 128, 218001 (2022).
  47. B. Benvegnen, O. Granek, S. Ro, R. Yaacoby, H. Chaté, Y. Kafri, D. Mukamel, A. Solon, and J. Tailleur, Metastability of discrete-symmetry flocks, Phys. Rev. Lett. 131, 218301 (2023).
  48. J. Cardy, Scaling and Renormalization in Statistical Physics (Cambridge University Press, Cambridge, 1996).
  49. The original result was presented in H. Ikeda, Scaling theory of continuous symmetry breaking under advection, arXiv:2401.01603 and a simplified version was later presented in Minimum scaling model and exact exponents for the Nambu-Goldstone modes in the Vicsek model, arXiv:2403.02086.
  50. H. Chaté and A. Solon, Dynamic scaling of two-dimensional polar flocks, Phys. Rev. Lett. 132, 268302 (2024).
  51. J. Toner, Birth, death, and horizontal flight: Malthusian flocks with an easy plane in three dimensions, arXiv:2407.03071.

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation