Jalan Sarika, Suman Ayushi
Complex Systems Lab, Department of Physics, Indian Institute of Technology Indore, Khandwa Road, Simrol, Indore-453552, India.
Phys Rev E. 2022 Oct;106(4-1):044304. doi: 10.1103/PhysRevE.106.044304.
The presence of higher-order interactions (simplicial complexes) on globally coupled systems yield abrupt first-order transitions to synchronization. We discover that simplicial complexes on multilayer systems can yield multiple basins of attraction, leading to multiple abrupt first-order transitions to (de)synchronization for associated coupled dynamics. Using the Ott-Antonsen approach, we develop an analytical framework for simplicial complexes on multilayer systems, reducing the high-dimensional evolution equation to a low-dimensional manifold, which thoroughly explains the origin and stability of all possible dynamical states, including multiple synchronization transitions. The study illustrating rich dynamical behaviors could be pivotal in comprehending the impacts of higher-order interactions on dynamics of complex real-world networks, such as brain, social, and technological, which have inherent multilayer architectures.
全局耦合系统上高阶相互作用(单纯复形)的存在会导致向同步的一阶突变转变。我们发现多层系统上的单纯复形会产生多个吸引子盆地,从而导致相关耦合动力学向(去)同步的多个一阶突变转变。使用奥恩 - 安东森方法,我们为多层系统上的单纯复形开发了一个分析框架,将高维演化方程简化为低维流形,这全面解释了所有可能动态状态的起源和稳定性,包括多个同步转变。这项展示丰富动力学行为的研究对于理解高阶相互作用对具有固有多层架构的复杂现实世界网络(如大脑、社会和技术网络)动力学的影响可能至关重要。