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Multilayer Network Science: from Cells to Societies

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arxiv 2401.04589 v1 pith:FQ4ASUVB submitted 2024-01-09 physics.soc-ph cond-mat.stat-mech

Multilayer Network Science: from Cells to Societies

classification physics.soc-ph cond-mat.stat-mech
keywords networksmultilayernetworksciencesystemscellsdecadefield
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Networks are convenient mathematical models to represent the structure of complex systems, from cells to societies. In the past decade, multilayer network science -- the branch of the field dealing with units interacting in multiple distinct ways, simultaneously -- was demonstrated to be an effective modeling and analytical framework for a wide spectrum of empirical systems, from biopolymer networks (such as interactome and metabolomes) to neuronal networks (such as connectomes), from social networks to urban and transportation networks. In this Element, a decade after the publication of one of the most seminal papers on this topic, we review the most salient features of multilayer network science, covering both theoretical aspects and direct applications to real-world coupled/interdependent systems, from the point of view of multilayer structure, dynamics, and function. We discuss potential frontiers for this topic and the corresponding challenges in the field for the future.

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