The propagation of infection fronts in spatially distributed compartment models in epidemiology
Joseph Rudnick, David Jasnow, Jorge Vinals

TL;DR
This paper investigates reaction-diffusion models in epidemiology, focusing on infection front propagation, critical behaviors, and phase transition analogies, revealing universal dynamics and coexistence phenomena.
Contribution
It introduces spatially extended compartment models with reaction-diffusion dynamics, analyzing soliton-like infection fronts and phase transition analogies in epidemiological spread.
Findings
Identification of soliton-like infection fronts
Near-threshold critical behavior and universality
Possibility of static coexistence of different infection levels
Abstract
Spatio-temporal extensions of familiar compartment models for disease transmission incorporating diffusive behavior, or interactions between individuals at separate locations, are explored. The models considered have the character of reaction-diffusion systems, which allow familiar techniques to be applied. The focus is largely on the appearance of soliton-like moving fronts that spread infection to previously uninfected regions. Near threshold dynamical critical behavior and a degree of universality are revealed. Extending two of the models to include a simple nonlinearity in the strength of the binary interaction between a susceptible individual and an infected one, we find the possibility of static coexistence between spatial regions with different levels of infection and an analogy with first-order transitions in thermodynamics.
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
TopicsMathematical and Theoretical Epidemiology and Ecology Models · COVID-19 epidemiological studies · Evolution and Genetic Dynamics
