Percolation transitions in simplicial complexes with interdependent relationships

\n\nWe study higher-order percolation phenomena in two interdependent simplicial complexes. Based on the generating function approach, we develop a theoretical framework that provides insights into the percolation dynamics via pairwise or higher-order 2-simplex interactions among individuals. Our findings reveal that higher-order percolation in such structures displays a richer phase transition behavior than that observed in a single simplicial complex or interdependent dyadic networks. We observe both continuous and discontinuous transitions, which occur with either the removal of a small or large fraction of nodes. The initial phase of the transition, triggered by the removal of a small fraction of nodes, is primarily influenced by the density of triangles in each complex. In contrast, the terminal phase of the transition, during which the giant component disappears, is predominantly determined by the strength of interdependence between two complexes.\n

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Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2024-12-30
DOI
https://doi.org/10.1209/0295-5075/ad9cbc/pdf
Primary Topic
Mycorrhizal Fungi and Plant Interactions
Type
article
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article

Percolation transitions in simplicial complexes with interdependent relationships

Springer Link (Chiba Institute of Technology)
Mycorrhizal Fungi and Plant Interactions
article

Percolation transitions in simplicial complexes with interdependent relationships

article en

Abstract

\n\nWe study higher-order percolation phenomena in two interdependent simplicial complexes. Based on the generating function approach, we develop a theoretical framework that provides insights into the percolation dynamics via pairwise or higher-order 2-simplex interactions among individuals. Our findings reveal that higher-order percolation in such structures displays a richer phase transition behavior than that observed in a single simplicial complex or interdependent dyadic networks. We observe both continuous and discontinuous transitions, which occur with either the removal of a small or large fraction of nodes. The initial phase of the transition, triggered by the removal of a small fraction of nodes, is primarily influenced by the density of triangles in each complex. In contrast, the terminal phase of the transition, during which the giant component disappears, is predominantly determined by the strength of interdependence between two complexes.\n

Springer Link (Chiba Institute of Technology)
Shanghai University (CN), Shanghai University of Engineering Science (CN), Shanghai Jian Qiao University (CN)
Openalex Percentile: Top 56%
Mycorrhizal Fungi and Plant Interactions
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