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
  • Letter
  • Open Access

Six universality classes govern the critical and multicritical behavior of an active Ising model

Matthew Wong* and Chiu Fan Lee†

  • *Contact author: matthew.wong20@imperial.ac.uk
  • †Contact author: c.lee@imperial.ac.uk

Phys. Rev. E 114, L022103 – Published 13 August, 2026

DOI: https://doi.org/10.1103/wgym-kkzz

Abstract

The critical behavior of the equilibrium Ising model, famously governed by the Wilson-Fisher universality class (UC), is a cornerstone of statistical physics. A natural question is whether its properties are modified when the interacting spins are allowed to move. This can be explored within the framework of active motility by, e.g., prescribing that the spins self-propel along the direction of their orientation. In such a system, the spin number density necessarily constitutes a soft hydrodynamic mode and can therefore modify the scaling behavior. In this letter, we show that this is indeed the case in a critical active Ising model where density impedes the system's collective motion. Using a perturbative dynamic renormalization group analysis at a one-loop level, We identify six UCs, including three previously unidentified ones, one of which supersedes the Wilson–Fisher UC as the generic UC governing the critical behavior.

View figure in article

Physics Subject Headings (PhySH)

Article Text

Supplemental Material

References (33)

  1. K. G. Wilson and M. E. Fisher, Critical exponents in 3.99 dimensions, Phys. Rev. Lett. 28, 240 (1972).
  2. M. C. Marchetti, J. F. Joanny, S. Ramaswamy, T. B. Liverpool, J. Prost, M. Rao, and R. A. Simha, Hydrodynamics of soft active matter, Rev. Mod. Phys. 85, 1143 (2013).
  3. F. Jülicher, S. W. Grill, and G. Salbreux, Hydrodynamic theory of active matter, Rep. Prog. Phys. 81, 076601 (2018).
  4. A. P. Solon and J. Tailleur, Revisiting the flocking transition using active spins., Phys. Rev. Lett. 111, 078101 (2013).
  5. A. P. Solon and J. Tailleur, Flocking with discrete symmetry: The two-dimensional active Ising model., Phys. Rev. E 92, 042119 (2015).
  6. M. Scandolo, J. Pausch, and M. E. Cates, Active Ising models of flocking: A field-theoretic approach, Eur. Phys. J. E 46, 103 (2023).
  7. S. Bandyopadhyay, S. Chatterjee, A. K. Dutta, M. Karmakar, H. Rieger, and R. Paul, Ordering kinetics in the active Ising model, Phys. Rev. E 109, 064143 (2024).
  8. 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).
  9. G. Grégoire and H. Chaté, Onset of collective and cohesive motion, Phys. Rev. Lett. 92, 025702 (2004).
  10. H. Chaté, F. Ginelli, G. Grégoire, and F. Raynaud, Collective motion of self-propelled particles interacting without cohesion, Phys. Rev. E 77, 046113 (2008).
  11. E. Bertin, M. Droz, and G. Gregoire, Boltzmann and hydrodynamic description for self-propelled particles, Phys. Rev. E 74, 022101 (2006).
  12. D. Nesbitt, G. Pruessner, and C. F. Lee, Uncovering novel phase transitions in dense dry polar active fluids using a lattice Boltzmann method, New J. Phys. 23, 043047 (2021).
  13. T. Bertrand and C. F. Lee, Diversity of phase transitions and phase separations in active fluids, Phys. Rev. Res. 4, L022046 (2022).
  14. 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).
  15. T. Agranov, R. L. Jack, M. E. Cates, and É. Fodor, Thermodynamically consistent flocking: From discontinuous to continuous transitions, New J. Phys. 26, 063006 (2024).
  16. P. Jentsch and C. F. Lee, Diversity of critical phenomena in the ordered phase of polar active fluids, arXiv:2512.18846.
  17. S. K. Schnyder, J. J. Molina, Y. Tanaka, and R. Yamamoto, Collective motion of cells crawling on a substrate: Roles of cell shape and contact inhibition, Sci. Rep. 7, 5163 (2017).
  18. 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).
  19. J. Toner and Y. Tu, Flocks, herds, and schools: A quantitative theory of flocking, Phys. Rev. E 58, 4828 (1998).
  20. J. Toner, Reanalysis of the hydrodynamic theory of fluid, polar-ordered flocks, Phys. Rev. E 86, 031918 (2012).
  21. L. Chen, P. Jentsch, C. F. Lee, A. Maitra, S. Ramaswamy, and J. Toner, The inconvenient truth about flocks, arXiv:2503.17064.
  22. P. C. Hohenberg and B. I. Halperin, Theory of dynamic critical phenomena, Rev. Mod. Phys. 49, 435 (1977).
  23. K. E. Bassler and B. Schmittmann, Critical dynamics of nonconserved Ising-like systems, Phys. Rev. Lett. 73, 3343 (1994).
  24. P. Jentsch and C. F. Lee, Hydrodynamics, Renormalization Group, and Universality Classes Far from Equilibrium, arXiv:2607.02318.
  25. See Supplemental Material at http://link.aps.org/supplemental/10.1103/wgym-kkzz for further analytical details.
  26. D. Martin, H. Chate, C. Nardini, A. Solon, J. Tailleur, and F. Van Wijland, Fluctuation-induced phase separation in metric and topological models of collective motion, Phys. Rev. Lett. 126, 148001 (2021).
  27. M. Kardar, Statistical Physics of Fields (Cambridge University Press, Cambridge, UK, 2007).
  28. 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).
  29. J. Toner, The Physics of Flocking: Birth, Death, and Flight in Active Matter, 1st ed. (Cambridge University Press, Cambridge, UK, 2024).
  30. T. Hwa and M. Kardar, Dissipative transport in open systems: An investigation of self-organized criticality, Phys. Rev. Lett. 62, 1813 (1989).
  31. T. Hwa and M. Kardar, Avalanches, hydrodynamics, and discharge events in models of sandpiles, Phys. Rev. A 45, 7002 (1992).
  32. 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).
  33. P. Jentsch and C. F. Lee, New universality class describes vicsek's flocking phase in physical dimensions, Phys. Rev. Lett. 133, 128301 (2024).

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation