Universality at Breakdown of Quantum Transport on Complex Networks

TL;DR

This paper investigates quantum transport efficiency on complex networks, revealing a universal transition from efficient to inefficient transport depending on network node functionality, supported by analytical and simulation results.

Contribution

It introduces a universal transition framework for quantum transport on tree-like networks based on spectral properties and node functionality.

Findings

Transition from efficient to inefficient transport depends on node functionality.

Universal critical exponent characterizes the transition in infinite networks.

Analytical and simulation results confirm the universality across different network types.

Abstract

We consider single-particle quantum transport on parametrized complex networks. Based on general arguments regarding the spectrum of the corresponding Hamiltonian, we derive bounds for a measure of the global transport efficiency defined by the time-averaged return probability. For tree-like networks, we show analytically that a transition from efficient to inefficient transport occurs depending on the (average) functionality of the nodes of the network. In the infinite system size limit, this transition can be characterized by an exponent which is universal for all tree-like networks. Our findings are corroborated by analytic results for specific deterministic networks, dendrimers and Viscek fractals, and by Monte Carlo simulations of iteratively built scale-free trees.