Department of Mathematics, Trinity College, Hartford, Connecticut 06106, USA.
Department of Applied Mathematics, University of Colorado at Boulder, Boulder, Colorado 80309, USA.
Chaos. 2023 Feb;33(2):023140. doi: 10.1063/5.0106906.
We study synchronization dynamics in populations of coupled phase oscillators with higher-order interactions and community structure. We find that the combination of these two properties gives rise to a number of states unsupported by either higher-order interactions or community structure alone, including synchronized states with communities organized into clusters in-phase, anti-phase, and a novel skew-phase, as well as an incoherent-synchronized state. Moreover, the system displays strong multistability with many of these states stable at the same time. We demonstrate our findings by deriving the low dimensional dynamics of the system and examining the system's bifurcations using stability analysis and perturbation theory.
我们研究了具有高阶相互作用和群落结构的耦合相振子群体中的同步动力学。我们发现,这两种特性的结合产生了许多仅由高阶相互作用或群落结构都无法支持的状态,包括具有以同相、反相和新颖的偏斜相组织的群落的同步状态,以及非相干同步状态。此外,该系统表现出强烈的多稳定性,其中许多状态同时稳定。我们通过推导出系统的低维动力学并使用稳定性分析和微扰理论研究系统的分叉来证明我们的发现。