Communications Physics (Jun 2021)

Unraveling the effects of multiscale network entanglement on empirical systems

  • Arsham Ghavasieh,
  • Massimo Stella,
  • Jacob Biamonte,
  • Manlio De Domenico

DOI
https://doi.org/10.1038/s42005-021-00633-0
Journal volume & issue
Vol. 4, no. 1
pp. 1 – 10

Abstract

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The dynamics of information within complex networks can be captured by a set of operators where the effect of detachment of a node defines the node-networks entanglement, which can be used as a multiscale centrality measure. Here, the authors show that the nodes with high entanglement centrality, which are critical for information dynamics, are also the ones responsible for keeping the network integrated.