Turing patterns in systems with high-order interactions

被引:29
作者
Muolo, Riccardo [1 ,2 ,3 ]
Gallo, Luca [1 ,4 ,5 ]
Latora, Vito [4 ,5 ,6 ,7 ]
Frasca, Mattia [8 ,9 ]
Carletti, Timoteo [1 ,2 ]
机构
[1] Namur Inst Complex Syst, NaXys, Rue Grafe 2, B-5000 Namur, Belgium
[2] Univ Namur, Dept Math, Rue Grafe 2, B-5000 Namur, Belgium
[3] Univ Fed Rio de Janeiro, Math Inst, Dept Appl Math, Ave Athos da Silveira Ramos 149, BR-21941909 Rio de Janeiro, Brazil
[4] Univ Catania, Dept Phys & Astron Ettore Majorana, Via S Sofia 64, I-95125 Catania, Italy
[5] Univ Catania, Ist Nazl Fis Nucl, Via S Sofia 64, I-95125 Catania, Italy
[6] Queen Mary Univ London, Sch Math Sci, Mile End Rd, London E1 4NS, England
[7] Complex Sci Hub, Josefstadter Str 39, A-1080 Vienna, Austria
[8] Univ Catania, Dept Elect Elect & Comp Sci Engn, Viale Andrea Doria 6, I-95125 Catania, Italy
[9] CNR, Ist Anal Sistemi Informat A Ruberti, Via Taurini 19, I-00185 Rome, Italy
关键词
Pattern formation; High-order interactions; Turing instability; Nonlinear diffusion; Hypergraphs; Simplicial complexes; EQUATIONS; SYMMETRY;
D O I
10.1016/j.chaos.2022.112912
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Turing theory of pattern formation is among the most popular theoretical means to account for the variety of spatio-temporal structures observed in Nature and, for this reason, finds applications in many different fields. While Turing patterns have been thoroughly investigated on continuous support and on networks, only a few attempts have been made towards their characterization in systems with higher-order interactions. In this paper, we propose a way to include group interactions in reactiondiffusion systems, and we study their effects on the formation of Turing patterns. To achieve this goal, we rewrite the problem originally studied by Turing in a general form that accounts for a microscopic description of interactions of any order in the form of a hypergraph, and we prove that the interplay between the different orders of interaction may either enhance or repress the emergence of Turing patterns. Our results shed light on the mechanisms of pattern-formation in systems with many-body interactions and pave the way for further extensions of Turing original framework.
引用
收藏
页数:10
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