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Morphological organization of point-to-point transport in complex networks

  • Min Yeong Kang
  • , Geoffroy Berthelot
  • , Liubov Tupikina
  • , Christos Nicolaides
  • , Jean Francois Colonna
  • , Bernard Sapoval
  • , Denis S. Grebenkov
  • Ecole polytechnique
  • Research Laboratory for Interdisciplinary Studies (RELAIS)
  • de l’expertise et de la performance (INSEP)
  • INSERM U869
  • University of Cyprus
  • MIT Sloan School of Management

Research output: Contribution to journalArticlepeer-review

Abstract

We investigate the structural organization of the point-to-point electric, diffusive or hydraulic transport in complex scale-free networks. The random choice of two nodes, a source and a drain, to which a potential difference is applied, selects two tree-like structures, one emerging from the source and the other converging to the drain. These trees merge into a large cluster of the remaining nodes that is found to be quasi-equipotential and thus presents almost no resistance to transport. Such a global “tree-cluster-tree” structure is universal and leads to a power law decay of the currents distribution. Its exponent, −2, is determined by the multiplicative decrease of currents at successive branching points of a tree and is found to be independent of the network connectivity degree and resistance distribution.

Original languageEnglish
Article number8322
JournalScientific Reports
Volume9
Issue number1
DOIs
Publication statusPublished - 1 Dec 2019

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