Critical behavior of the diffusive susceptible-infected-recovered model
Shengfeng Deng, G\'eza \'Odor

TL;DR
This study investigates how diffusion affects the critical behavior of the susceptible-infected-recovered model on lattices, revealing that diffusion introduces distinct dynamical and stationary critical behaviors and causes crossover phenomena due to multiple scales.
Contribution
It demonstrates that diffusion acts as a singular perturbation, altering the critical behavior and causing crossover effects in the SIR model on lattices, which was not previously understood.
Findings
Diffusion destroys the duality symmetry of the non-diffusive model.
Diffusive SIR exhibits different critical behavior from the non-diffusive case.
Crossover behavior arises from interference of multiple length and time scales.
Abstract
The critical behavior of the non-diffusive susceptible-infected-recovered model on lattices had been well established in virtue of its duality symmetry. By performing simulations and scaling analyses for the diffusive variant on the two-dimensional lattice, we show that diffusion for all agents, while rendering this symmetry destroyed, constitutes a singular perturbation that induces asymptotically distinct dynamical and stationary critical behavior from the non-diffusive model. In particular, the manifested crossover behavior in the effective mean-square radius exponents reveals that slow crossover behavior in general diffusive multi-species reaction systems may be ascribed to the interference of multiple length scales and timescales at early times.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and statistical mechanics · Theoretical and Computational Physics · Opinion Dynamics and Social Influence
