Segregation in the annihilation of two-species reaction-diffusion processes on fractal scale-free networks

TL;DR

This paper investigates how reaction-diffusion processes on fractal scale-free networks exhibit slower particle density decay due to segregation effects caused by local hubs, contrasting with non-fractal networks.

Contribution

It reveals that fractal scale-free networks induce a slower decay in particle density due to segregation, a phenomenon not observed in non-fractal networks, highlighting the importance of network structure.

Findings

Particle density decays with a power law exponent less than 1 on fractal SF networks.

Segregation effects lead to domain formation and slower reaction kinetics.

Local hubs attract particles and create reaction boundaries, influencing decay rates.

Abstract

In the reaction-diffusion process $A+B \to \varnothing$ on random scale-free (SF) networks with the degree exponent $\gamma$, the particle density decays with time in a power law with an exponent $\alpha$ when initial densities of each species are the same. The exponent $\alpha$ is $\alpha > 1$ for $2 < \gamma < 3$ and $\alpha=1$ for $\gamma \ge 3$. Here, we examine the reaction process on fractal SF networks, finding that $\alpha < 1$ even for $2 < \gamma < 3$. This slowly decaying behavior originates from the segregation effect: Fractal SF networks contain local hubs, which are repulsive to each other. Those hubs attract particles and accelerate the reaction, and then create domains containing the same species of particles. It follows that the reaction takes place at the non-hub boundaries between those domains and thus the particle density decays slowly. Since many real SF networks are fractal, the segregation effect has to be taken into account in the reaction kinetics among heterogeneous particles.