Abstract
The interplay between system dynamics and topological structure plays a crucial role in nonlinear system and modern network science. In this paper, we intend to investigate the effects of both heterogeneity and asymmetric coupling on the collective behaviors of Kuramoto oscillators, and reveal the processes how the synchronization transits to multi-cluster or disorder states. We find that the complete synchronization and anti-phase synchronization states in a star motif change into the remote synchronization state, owing to the disparity in the values of oscillators’ natural frequencies, and further become into multi-cluster due to the existence of multiple hubs in complete bipartite network, and finally achieve disorder state in complex networks. These findings are helpful to understand the forming processes of remote synchronization and general multi-cluster in coupled systems.
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References
Osipov, G.V., Kurths, J., Zhou, C.: Synchronization in Oscillatory Networks. Springer (2007)
Manrubia, S.C., Mikhailov, A.S., Zanette, D.: Emergence of Dynamical Order: Synchronization Phenomena in Complex Systems, vol. 2. World Scientific (2004)
Kuramoto, Y.: Chemical Oscillations, Waves, and Turbulence. Courier Corporation (2003)
Wu, C.W.: Synchronization in Complex Networks of Nonlinear Dynamical Systems. World Scientific (2007)
Barrat, A., Barthelemy, M., Vespignani, A.: Dynamical Processes on Complex Networks. Cambridge University Press (2008)
Pecora, L.M., Carroll, T.L.: Synchronization of chaotic systems. Chaos: Interdiscipl. J. Nonlinear Sci. 25, 097611 (2015)
Arenas, A., Diaz-Guilera, A., Pérez-Vicente, C.J.: Synchronization reveals topological scales in complex networks. Phys. Rev. Lett. 96, 114102 (2006)
Wang, X., Xu, C., Zheng, Z.: Phase transition and scaling in Kuramoto model with high-order coupling. Nonlinear Dyn. 103, 2721 (2021)
Parastesh, F., Jafari, S., Azarnoush, H., Shahriari, Z., Wang, Z., Boccaletti, S., Perc, M.: Chimeras. Phys. Rep. 898, 1 (2020)
Nicosia, V., Valencia, M., Chavez, M., Díaz-Guilera, A., Latora, V.: Remote synchronization reveals network symmetries and functional modules. Phys. Rev. Lett. 110, 174102 (2013)
Vlasov, V., Bifone, A.: Hub-driven remote synchronization in brain networks. Sci. Rep. 7, 1 (2017)
Qin, Y., Kawano, Y., Cao, M.: Stability of remote synchronization in star networks of Kuramoto oscillators. In: 2018 IEEE Conference on Decision and Control (CDC), pp. 5209–5214. IEEE (2018)
Siddique, A.B., Pecora, L., Hart, J.D., Sorrentino, F.: Symmetry-and input-cluster synchronization in networks. Phys. Rev. E 97, 042217 (2018)
Della Rossa, F., Pecora, L., Blaha, K., Shirin, A., Klickstein, I., Sorrentino, F.: Symmetries and cluster synchronization in multilayer networks. Nat. Commun. 11, 1 (2020)
Cao, B., Wang, Y., Wang, L., Yu, Y., Wang, X.: Cluster synchronization in complex network of coupled chaotic circuits: an experimental study. Front. Phys. 13, 130505 (2018)
Zou, W., Senthilkumar, D., Zhan, M., Kurths, J.: Quenching, aging, and reviving in coupled dynamical networks. Phys. Rep. 931, 1 (2021)
Liu, S., Zou, W., He, M., Kurths, J., Zhan, M.: Global stability of the sync with amplitude effects. SIAM J. Appl. Dyn. Syst. 16, 1923 (2017)
Chen, X., Yao, C., Zhang, Z., Liu, S.: Stability of multiple attractors in the unidirectionally coupled circular networks of limit cycle oscillators. Commun. Nonlinear Sci. Numer. Simul. 111, 106456 (2022)
Huang, X., Dong, J., Jia, W.-J., Zheng, Z.-G., Xu, C.: Dynamics of clustering patterns in the Kuramoto model with unidirectional coupling. Front. Phys. 13, 1 (2018)
Kim, J., Moon, J.-Y., Lee, U., Kim, S., Ko, T.-W.: Various synchronous states due to coupling strength inhomogeneity and coupling functions in systems of coupled identical oscillators. Chaos: Interdiscipl. J. Nonlinear Sci. 29, 011106 (2019)
Ryu, J.-W., Son, W.-S., Hwang, D.-U.: Oscillation death in coupled counter-rotating identical nonlinear oscillators. Phys. Rev. E 100, 022209 (2019)
Zhang, Y., Strogatz, S.H.: Basins with tentacles. Phys. Rev. Lett. 127, 194101 (2021)
Gómez-Gardenes, J., Gómez, S., Arenas, A., Moreno, Y.: Explosive synchronization transitions in scale-free networks. Phys. Rev. Lett. 106, 128701 (2011)
Vlasov, V., Zou, Y., Pereira, T.: Explosive synchronization is discontinuous. Phys. Rev. E 92, 012904 (2015)
Boccaletti, S., Almendral, J., Guan, S., Leyva, I., Liu, Z., Sendiña-Nadal, I., Wang, Z., Zou, Y.: Explosive transitions in complex networks’ structure and dynamics: percolation and synchronization. Phys. Rep. 660, 1 (2016)
Bergner, A., Frasca, M., Sciuto, G., Buscarino, A., Ngamga, E.J., Fortuna, L., Kurths, J.: Remote synchronization in star networks. Phys. Rev. E 85, 026208 (2012)
Kang, L., Wang, Z., Huo, S., Tian, C., Liu, Z.: Remote synchronization in human cerebral cortex network with identical oscillators. Nonlinear Dyn. 99, 1577 (2020)
Lacerda, J., Freitas, C., Macau, E.: Multistable remote synchronization in a star-like network of non-identical oscillators. Appl. Math. Model. 69, 453 (2019)
Chen, X., Li, F., Liu, X., Liu, S.: Stability in star networks of identical Stuart–Landau oscillators with asymmetric coupling. Commun. Nonlinear Sci. Numer. Simul. 114, 106674 (2022)
Tessone, C.J., Mirasso, C.R., Toral, R., Gunton, J.D.: Diversity-induced resonance. Phys. Rev. Lett. 97, 194101 (2006)
Bragard, J., Boccaletti, S., Mancini, H.: Asymmetric coupling effects in the synchronization of spatially extended chaotic systems. Phys. Rev. Lett. 91, 064103 (2003)
Bragard, J., Vidal, G., Mancini, H., Mendoza, C., Boccaletti, S.: Chaos suppression through asymmetric coupling. Chaos: Interdiscipl. J. Nonlinear Sci. 17, 043107 (2007)
Tarkashvand, A., Golmohammadi, A., Safizadeh, M.: Stability and modal analysis of an unbalanced asymmetric multi-disk rotor system on bearings as viscoelastic substrate. Arch. Appl. Mech. 92, 2247 (2022)
Acebrón, J.A., Bonilla, L.L., Vicente, C.J.P., Ritort, F., Spigler, R.: The Kuramoto model: a simple paradigm for synchronization phenomena. Rev. Mod. Phys. 77, 137 (2005)
Strogatz, S.H.: From Kuramoto to Crawford: exploring the onset of synchronization in populations of coupled oscillators. Physica D 143, 1 (2000)
Rodrigues, F.A., Peron, T.K.D., Ji, P., Kurths, J.: The Kuramoto model in complex networks. Phys. Rep. 610, 1 (2016)
Yuan, D., Tian, J.-L., Lin, F., Ma, D.-W., Zhang, J., Cui, H.-T., Xiao, Y.: Periodic synchronization in a system of coupled phase oscillators with attractive and repulsive interactions. Front. Phys. 13, 1 (2018)
Varela, F., Lachaux, J.-P., Rodriguez, E., Martinerie, J.: The brainweb: phase synchronization and large-scale integration. Nat. Rev. Neurosci. 2, 229 (2001)
Hipp, J.F., Engel, A.K., Siegel, M.: Oscillatory synchronization in large-scale cortical networks predicts perception. Neuron 69, 387 (2011)
Uhlhaas, P.J., Singer, W.: Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology. neuron 52, 155 (2006)
Roelfsema, P.R., Engel, A.K., König, P., Singer, W.: Visuomotor integration is associated with zero time-lag synchronization among cortical areas. Nature 385, 157 (1997)
Engel, A.K., Fries, P., Singer, W.: Dynamic predictions: oscillations and synchrony in top-down processing. Nat. Rev. Neurosci. 2, 704 (2001)
Fries, P., Reynolds, J.H., Rorie, A.E., Desimone, R.: Modulation of oscillatory neuronal synchronization by selective visual attention. Science 291, 1560 (2001)
Fell, J., Axmacher, N.: The role of phase synchronization in memory processes. Nat. Rev. Neurosci. 12, 105 (2011)
Minati, L.: Remote synchronization of amplitudes across an experimental ring of non-linear oscillators. Chaos: Interdiscipl. J. Nonlinear Sci. 25, 123107 (2015)
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We acknowledge the support of this work by the National Natural Science Foundation of China under Grant No. 11605142, and the Fundamental Research Funds for the Central Universities under Grant Nos. 2452022375, 2452021062 and 2452020183.
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Chen, X., Liu, X., Chen, R. et al. Dynamics transitions in coupled Kuramoto oscillators model with heterogeneity and asymmetric coupling effects. Arch Appl Mech 93, 1095–1106 (2023). https://doi.org/10.1007/s00419-022-02315-x
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DOI: https://doi.org/10.1007/s00419-022-02315-x