{"title":"Critical dynamics of epidemic processes with Lévy-like diffusion","authors":"C. Argolo , C. Nauber , A.L. Moura , M.L. Lyra","doi":"10.1016/j.physa.2025.130523","DOIUrl":null,"url":null,"abstract":"<div><div>We investigate the critical behavior of a stochastic one-dimensional lattice model of a diffusion-limited epidemic process with Lévy flights. Particles <span><math><mi>A</mi></math></span> represent healthy individuals and particles <span><math><mi>B</mi></math></span> are infected. These particles diffuse along the chain with distinct diffusion rates. The hopping distance is assumed to obey a Lévy power-law distribution governed by a characteristic exponent <span><math><mi>α</mi></math></span>. The epidemic process is governed by the reaction processes <span><math><mrow><mi>A</mi><mo>+</mo><mi>B</mi><mo>→</mo><mn>2</mn><mi>B</mi></mrow></math></span> and <span><math><mrow><mi>B</mi><mo>→</mo><mi>A</mi></mrow></math></span> with proper reaction rates. The system presents a non-equilibrium absorbing state phase-transition at a critical total particle density on which the population of <span><math><mi>B</mi></math></span> becomes extinct. Using short-time dynamics Monte Carlo simulations, we determine a set of relevant critical exponents for distinct diffusion regimes going from the non-trivial short-range hopping universality classes holding for large values of <span><math><mi>α</mi></math></span> towards the mean-field exponents as <span><math><mi>α</mi></math></span> approaches unity.</div></div>","PeriodicalId":20152,"journal":{"name":"Physica A: Statistical Mechanics and its Applications","volume":"666 ","pages":"Article 130523"},"PeriodicalIF":2.8000,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physica A: Statistical Mechanics and its Applications","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S037843712500175X","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHYSICS, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
We investigate the critical behavior of a stochastic one-dimensional lattice model of a diffusion-limited epidemic process with Lévy flights. Particles represent healthy individuals and particles are infected. These particles diffuse along the chain with distinct diffusion rates. The hopping distance is assumed to obey a Lévy power-law distribution governed by a characteristic exponent . The epidemic process is governed by the reaction processes and with proper reaction rates. The system presents a non-equilibrium absorbing state phase-transition at a critical total particle density on which the population of becomes extinct. Using short-time dynamics Monte Carlo simulations, we determine a set of relevant critical exponents for distinct diffusion regimes going from the non-trivial short-range hopping universality classes holding for large values of towards the mean-field exponents as approaches unity.
期刊介绍:
Physica A: Statistical Mechanics and its Applications
Recognized by the European Physical Society
Physica A publishes research in the field of statistical mechanics and its applications.
Statistical mechanics sets out to explain the behaviour of macroscopic systems by studying the statistical properties of their microscopic constituents.
Applications of the techniques of statistical mechanics are widespread, and include: applications to physical systems such as solids, liquids and gases; applications to chemical and biological systems (colloids, interfaces, complex fluids, polymers and biopolymers, cell physics); and other interdisciplinary applications to for instance biological, economical and sociological systems.