Global synchronization in generalized multilayer higher-order networks

被引:9
|
作者
Pal, Palash Kumar [1 ]
Anwar, Md Sayeed [1 ]
Perc, Matjaz [2 ,3 ,4 ,5 ]
Ghosh, Dibakar [1 ]
机构
[1] Indian Stat Inst, Phys & Appl Math Unit, 203 BT Rd, Kolkata 700108, India
[2] Univ Maribor, Fac Nat Sci & Math, KoroskaCesta 160, Maribor 2000, Slovenia
[3] Community Healthcare Ctr Dr Adolf Drolc Maribor, Vosnjakova Ul 2, Maribor 2000, Slovenia
[4] Complex Sci Hub Vienna, Josefstadterstr 39, A-1080 Vienna, Austria
[5] Kyung Hee Univ, Dept Phys, 26 Kyungheedae Ro, Seoul 02447, South Korea
来源
PHYSICAL REVIEW RESEARCH | 2024年 / 6卷 / 03期
关键词
COMPLEX; DYNAMICS;
D O I
10.1103/PhysRevResearch.6.033003
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Networks incorporating higher-order interactions are increasingly recognized for their ability to introduce novel dynamics into various processes, including synchronization. Previous studies on synchronization within multilayer networks have often been limited to specific models, such as the Kuramoto model, or have focused solely on higher-order interactions within individual layers. Here, we present a comprehensive framework for investigating synchronization, particularly global synchronization, in multilayer networks with higher-order interactions. Our framework considers interactions beyond pairwise connections, both within and across layers. We demonstrate the existence of a stable global synchronous state, with a condition resembling the master stability function, contingent on the choice of coupling functions. Our theoretical findings are supported by simulations using Hindmarsh-Rose neuronal and R & ouml;ssler oscillators. These simulations illustrate how synchronization is facilitated by higher-order interactions, both within and across layers, highlighting the advantages over scenarios involving interactions within single layers.
引用
收藏
页数:13
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