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Chimera states with multiple coexisting solutions

Gui-Quan Sun1,2,*,†, Zhi-Chao Xue2,*, Li Li3,*, Jing Li4,*, Charo I. del Genio5,6,‡, and Stefano Boccaletti1,6,7

  • *These authors contributed equally to this work.
  • †Contact author: gquansun@126.com
  • ‡Contact author: charo.delgenio@trakia-uni.bg

Phys. Rev. Research 7, 023289 – Published 20 June, 2025

DOI: https://doi.org/10.1103/y3t8-bk24

Abstract

We report on the emergence of chimera states in extended systems characterized by the coexistence of more than two spatiotemporal solutions. Specifically, we show that three-domain chimeras may generically appear in reaction-diffusion systems under three conditions, with a crucial role played by the existence of a Maxwell point. We verify the universality of our findings by analyzing five different models, and demonstrate that such new chimeras are independent of the boundary conditions imposed.

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References (56)

  1. S. Residori, P. L. Ramazza, E. Pampaloni, S. Boccaletti, and F. T. Arecchi, Domain coexistence in two-dimensional optical patterns, Phys. Rev. Lett. 76, 1063 (1996).
  2. Y. Kuramoto and D. Battogtokh, Coexistence of coherence and incoherence in nonlocally coupled phase oscillators, Nonlinear Phenom. Compl. Syst. 5, 380 (2002).
  3. D. M. Abrams and S. H. Strogatz, Chimera states for coupled oscillators, Phys. Rev. Lett. 93, 174102 (2004).
  4. F. Parastesh, S. Jafari, H. Azarnoush, Z. Shahriari, Z. Wang, S. Boccaletti, and M. Perc, Chimeras, Phys. Rep. 898, 1 (2021).
  5. C. R. Laing, The dynamics of chimera states in heterogeneous Kuramoto networks, Physica D 238, 1569 (2009).
  6. A. Zakharova, M. Kapeller, and E. Schöll, Chimera death: Symmetry breaking in dynamical networks, Phys. Rev. Lett. 112, 154101 (2014).
  7. M. I. Bolotov, L. A. Smirnov, G. V. Osipov, and A. S. Pikovsky, Breathing chimera in a system of phase oscillators, JETP Lett. 106, 393 (2017).
  8. M. V. Goremyko, V. A. Maksimenko, V. V. Makarov, D. Ghosh, B. Bera, S. K. Dana, and A. E. Hramov, Interaction of chimera states in a multilayered network of nonlocally coupled oscillators, Tech. Phys. Lett. 43, 712 (2017).
  9. S. Jalan, S. Ghosh, and B. Patra, Is repulsion good for the health of chimeras? Chaos 27, 101104 (2017).
  10. L. Kang, C. Tian, S. Huo, and Z. Liu, A two-layered brain network model and its chimera state, Sci. Rep. 9, 1 (2019).
  11. F. Parastesh, C.-Y. Chen, H. Azarnoush, S. Jafari, and B. Hatef, Synchronization patterns in a blinking multilayer neuronal network, Eur. Phys. J. Spec. Top. 228, 2465 (2019).
  12. A. V. Andreev, N. A. Malova, E. I. Borovkova, and N. S. Frolov, Interaction of bistable neurons leading to the complex network dynamics, Proc. SPIE 11459, 114590V (2020).
  13. N. Lotfi and A. H. Darooneh, Existence of chimera-like state in community structured networks, Int. J. Mod. Phys. C 31, 2050069 (2020).
  14. S. Shima and Y. Kuramoto, Rotating spiral waves with phase-randomized core in nonlocally coupled oscillators, Phys. Rev. E 69, 036213 (2004).
  15. D. M. Abrams, R. Mirollo, S. H. Strogatz, and D. A. Wiley, Solvable model for chimera states of coupled oscillators, Phys. Rev. Lett. 101, 084103 (2008).
  16. R. Ma, J. Wang, and Z. Liu, Robust features of chimera states and the implementation of alternating chimera states, Europhys. Lett. 91, 40006 (2010).
  17. I. Omelchenko, E. Omel'chenko, P. Hövel, and E. Schöll, When nonlocal coupling between oscillators becomes stronger: Patched synchrony or multichimera states, Phys. Rev. Lett. 110, 224101 (2013).
  18. X. Tang, T. Yang, I. R. Epstein, Y. Liu, Y. Zhao, and Q. Gao, Novel type of chimera spiral waves arising from decoupling of a diffusible component, J. Chem. Phys. 141, 024110 (2014).
  19. J. Xie, E. Knobloch, and H.-C. Kao, Multicluster and traveling chimera states in nonlocal phase-coupled oscillators, Phys. Rev. E 90, 022919 (2014).
  20. T. Banerjee, Mean-field-diffusion–induced chimera death state, Europhys. Lett. 110, 60003 (2015).
  21. P. S. Dutta and T. Banerjee, Spatial coexistence of synchronized oscillation and death: A chimeralike state, Phys. Rev. E 92, 042919 (2015).
  22. J. Hizanidis, E. Panagakou, I. Omelchenko, E. Schöll, P. Hövel, and A. Provata, Chimera states in population dynamics: Networks with fragmented and hierarchical connectivities, Phys. Rev. E 92, 012915 (2015).
  23. I. Schneider, M. Kapeller, S. Loos, A. Zakharova, B. Fiedler, and E. Schöll, Stable and transient multicluster oscillation death in nonlocally coupled networks, Phys. Rev. E 92, 052915 (2015).
  24. N. D. Tsigkri-DeSmedt, J. Hizanidis, P. Hövel, and A. Provata, Multi-chimera states in the leaky integrate-and-fire model, Procedia Comput. Sci. 66, 13 (2015).
  25. T. Banerjee, P. S. Dutta, A. Zakharova, and E. Schöll, Chimera patterns induced by distance-dependent power-law coupling in ecological networks, Phys. Rev. E 94, 032206 (2016).
  26. A. Zakharova, M. Kapeller, and E. Schöll, Amplitude chimeras and chimera death in dynamical networks, J. Phys.: Conf. Ser. 727, 012018 (2016).
  27. L. Tumash. A. Zakharova, J. Lehnert, W. Just, and E. Schöll, Stability of amplitude chimeras in oscillator networks, Europhys. Lett. 117, 20001 (2017).
  28. S. Majhi and D. Ghosh, Alternating chimeras in networks of ephaptically coupled bursting neurons, Chaos 28, 083113 (2018).
  29. S. W. Haugland, The changing notion of chimera states, a critical review, J. Phys. Complex. 2, 032001 (2021).
  30. C. R. Laing, K. Rajendran, and I. G. Kevrekidis, Chimeras in random non-complete networks of phase oscillators, Chaos 22, 013132 (2012).
  31. L. V. Gambuzza, A. Buscarino, S. Chessari, L. Fortuna, R. Meucci, and M. Frasca, Experimental investigation of chimera states with quiescent and synchronous domains in coupled electronic oscillators, Phys. Rev. E 90, 032905 (2014).
  32. K. Kaneko, Coupled map lattice, in Chaos, Order, and Patterns, edited by R. Artuso, P. Cvitanović, and G. Casati (Plenum Press, New York, NY, 1990).
  33. L. Larger, B. Penkovskyi, and Y. Maistrenko, Virtual chimera states for delayed-feedback systems, Phys. Rev. Lett. 111, 054103 (2013).
  34. R. Gopal, V. K. Chandrasekar, A. Venkatesan, and M. Lakshmanan, Observation and characterization of chimera states in coupled dynamical systems with nonlocal coupling, Phys. Rev. E 89, 052914 (2014).
  35. N. Yao, Z.-G. Huang, C. Grebogi, and Y.-C. Lai, Emergence of multicluster chimera states, Sci. Rep. 5, 12988 (2015).
  36. Y. Pomeau, Front motion, metastability and subcritical bifurcations in hydrodynamics, Physica D 23, 3 (1986).
  37. F. Haudin, R. G. Elías, R. G. Rojas, U. Bortolozzo, M. G. Clerc, and S. Residori, Driven front propagation in 1D spatially periodic media, Phys. Rev. Lett. 103, 128003 (2009).
  38. G. Bel, A. Hagberg, and E. Meron, Gradual regime shifts in spatially extended ecosystems, Theor. Ecol. 5, 591 (2012).
  39. Y. R. Zelnik, P. Gandhi, E. Knobloch, and E. Meron, Implications of tristability in pattern-forming ecosystems, Chaos 28, 033609 (2018).
  40. M. G. Clerc, S. Echeverría-Alar, and M. Tlidi, Localised labyrinthine patterns in ecosystems, Sci. Rep. 11, 18331 (2021).
  41. J. J. R. Bennett, A. S. Gomes, M. A. Ferrć, B. K. Bera, F. Borghetti, R. M. Callaway, and E. Meron, Evidence for scale-dependent root-antation feedback and its role in halting the spread of a pantropical shrub into an endemic sedge, PNAS Nexus 2, pgac294 (2023).
  42. L. M. Pismen, Patterns and Interfaces in Dissipative Dynamics (Springer, Berlin, 2006).
  43. P. D. Woods and A. R. Champneys, Heteroclinic tangles and homoclinic snaking in the unfolding of a degenerate reversible Hamiltonian–Hopf bifurcation, Physica D 129, 147 (1999).
  44. J. Burke and E. Knobloch, Homoclinic snaking: Structure and stability, Chaos 17, 037102 (2007).
  45. T. M. Schneider, J. F. Gibson, and J. Burke, Snakes and ladders: Localized solutions of plane couette flow, Phys. Rev. Lett. 104, 104501 (2010).
  46. E. Knobloch, Spatial localization in dissipative systems, Annu. Rev. Condens. Matter Phys. 6, 325 (2015).
  47. J. Swift and P. C. Hohenberg, Hydrodynamic fluctuations at the convective instability, Phys. Rev. A 15, 319 (1977).
  48. J. Lega, J. V. Moloney, and A. C. Newell, Swift-Hohenberg equation for lasers, Phys. Rev. Lett. 73, 2978 (1994).
  49. N. Stoop, R. Lagrange, D. Terwagne, P. M. Reis, and J. Dunkel, Curvature-induced symmetry breaking determines elastic surface patterns, Nat. Mater. 14, 337 (2015).
  50. See Supplemental Material at http://link.aps.org/supplemental/10.1103/y3t8-bk24 for detailed analyses of the Generalized Swift-Hohenberg Model, the Extended Klausmeier Model, the Guttal-Jayaprakash Model, the Hardernberg Model and the FitzHugh-Nagumo Model.
  51. E. J. Doedel and B. E. Oldeman, AUTO-07P: Continuation and bifurcation software for ordinary differential equations, https://github.com/auto-07p.
  52. C. A. Klausmeier, Regular and irregular patterns in semiarid vegetation, Science 284, 1826 (1999).
  53. B. J. Kealy and D. J. Wollkind, A nonlinear stability analysis of vegetative turing pattern formation for an interaction–diffusion plant-surface water model system in an arid flat environment, Bull. Math. Biol. 74, 803 (2012).
  54. V. Guttal and C. Jayaprakash, Impact of noise on bistable ecological systems, Ecol. Model. 201, 420 (2007).
  55. J. von Hardenberg, E. Meron, M. Shachak, and Y. Zarmi, Diversity of vegetation patterns and desertification, Phys. Rev. Lett. 87, 198101 (2001).
  56. R. FitzHugh, Impulses and physiological states in theoretical models of nerve membrane, Biophys. J. 1, 445 (1961).

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