Multilayer networks: metrics and spectral properties
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10 de Diciembre de 2021 · 0 comentarios
| Título | Multilayer networks: metrics and spectral properties |
| Publication Type | Journal Article |
| Authors | Cozzo E, de Arruda GFerraz, Rodrigues FA, Moreno Y |
| Journal | arXiv:1504.05567 [cond-mat, physics:physics] |
| Resumen | Multilayer networks represent systems in which there are several topological levels each one representing one kind of interaction or interdependency between the systems' elements. These networks have attracted a lot of attention recently because their study allows considering different dynamical modes concurrently. Here, we revise the main concepts and tools developed up to date. Specifically, we focus on several metrics for multilayer network characterization as well as on the spectral properties of the system, which ultimately enable for the dynamical characterization of several critical phenomena. The theoretical framework is also applied for description of real-world multilayer systems. |
| URL | http://arxiv.org/abs/1504.05567 |
| Short Title | Multilayer networks |