TY - JOUR
T1 - Reentrant phase transitions in threshold driven contagion on multiplex networks
AU - Unicomb, Samuel
AU - Iñiguez, Gerardo
AU - Kertész, János
AU - Karsai, Márton
N1 - Publisher Copyright:
© 2019 American Physical Society.
PY - 2019/10/15
Y1 - 2019/10/15
N2 - Models of threshold driven contagion explain the cascading spread of information, behavior, systemic risk, and epidemics on social, financial, and biological networks. At odds with empirical observations, these models predict that single-layer unweighted networks become resistant to global cascades after reaching sufficient connectivity. We investigate threshold driven contagion on weight heterogeneous multiplex networks and show that they can remain susceptible to global cascades at any level of connectivity, and with increasing edge density pass through alternating phases of stability and instability in the form of reentrant phase transitions of contagion. Our results provide a theoretical explanation for the observation of large-scale contagion in highly connected but heterogeneous networks.
AB - Models of threshold driven contagion explain the cascading spread of information, behavior, systemic risk, and epidemics on social, financial, and biological networks. At odds with empirical observations, these models predict that single-layer unweighted networks become resistant to global cascades after reaching sufficient connectivity. We investigate threshold driven contagion on weight heterogeneous multiplex networks and show that they can remain susceptible to global cascades at any level of connectivity, and with increasing edge density pass through alternating phases of stability and instability in the form of reentrant phase transitions of contagion. Our results provide a theoretical explanation for the observation of large-scale contagion in highly connected but heterogeneous networks.
UR - http://www.scopus.com/inward/record.url?scp=85073830122&partnerID=8YFLogxK
U2 - 10.1103/PhysRevE.100.040301
DO - 10.1103/PhysRevE.100.040301
M3 - Article
C2 - 31770919
AN - SCOPUS:85073830122
SN - 2470-0045
VL - 100
JO - Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics
JF - Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics
IS - 4
M1 - 040301
ER -