Spontaneous repulsion in the reaction on coupled networks
arXiv:1804.05337 · doi:10.1103/PhysRevE.97.040301
Abstract
We study the transient dynamics of an process on a pair of randomly coupled networks, where reactants are initially separated. We find that, for sufficiently small fractions of cross-couplings, the concentration of (or ) particles decays linearly in a first stage and crosses over to a second linear decrease at a mixing time . By numerical and analytical arguments, we show that for symmetric and homogeneous structures $t_x\propto(\nicefrac{\langle k \rangle}{q})\log(\nicefrac{\langle k \rangle}{q})$ where is the mean degree of both networks. Being this behavior in marked contrast with a purely diffusive process---where the mixing time would go simply like ---we identify the logarithmic slowing down in to be the result of a novel spontaneous mechanism of {\em repulsion} between the reactants and due to the interactions taking place at the networks' interface. We show numerically how this spontaneous repulsion effect depends on the topology of the underlying networks.
6 pages, 5 figures