Particle velocity controls phase transitions in contagion dynamics

• Published in: Scientific reports Vol. 9; no. 1; p. 6463
• Main Authors: Rodríguez, Jorge P., Ghanbarnejad, Fakhteh, Eguíluz, Víctor M.
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 23-04-2019; Nature Publishing Group; Nature Portfolio
• Subjects: 639/766/530/2795; 639/766/530/2801; Humanities and Social Sciences; multidisciplinary; Phase transitions; Science; Science (multidisciplinary); Velocity
• ISSN: 2045-2322; 2045-2322
• DOI: 10.1038/s41598-019-42871-x

Interactions often require the proximity between particles. The movement of particles, thus, drives the change of the neighbors which are located in their proximity, leading to a sequence of interactions. In pathogenic contagion, infections occur through proximal interactions, but at the same time, the movement facilitates the co-location of different strains. We analyze how the particle velocity impacts on the phase transitions on the contagion process of both a single infection and two cooperative infections. First, we identify an optimal velocity (close to half of the interaction range normalized by the recovery time) associated with the largest epidemic threshold, such that decreasing the velocity below the optimal value leads to larger outbreaks. Second, in the cooperative case, the system displays a continuous transition for low velocities, which becomes discontinuous for velocities of the order of three times the optimal velocity. Finally, we describe these characteristic regimes and explain the mechanisms driving the dynamics.