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具有相关时间无序的易感-暴露-感染模型的临界性质。

Critical properties of the susceptible-exposed-infected model with correlated temporal disorder.

作者信息

Wada Alexander H O, Hoyos José A

机构信息

Instituto de Física de São Carlos, Universidade de São Paulo, C. P. 369, São Carlos, São Paulo 13560-970, Brazil.

出版信息

Phys Rev E. 2021 Jan;103(1-1):012306. doi: 10.1103/PhysRevE.103.012306.

Abstract

In this paper we study the critical properties of the nonequilibrium phase transition of the susceptible-exposed-infected (SEI) model under the effects of long-range correlated time-varying environmental noise on the Bethe lattice. We show that temporal noise is perturbatively relevant changing the universality class from the (mean-field) dynamical percolation to the exotic infinite-noise universality class of the contact process model. Our analytical results are based on a mapping to the one-dimensional fractional Brownian motion with an absorbing wall and is confirmed by Monte Carlo simulations. Unlike the contact process, our theory also predicts that it is quite difficult to observe the associated active temporal Griffiths phase in the long-time limit. Finally, we also show an equivalence between the infinite-noise and the compact directed percolation universality classes by relating the SEI model in the presence of temporal disorder to the Domany-Kinzel cellular automaton in the limit of compact clusters.

摘要

在本文中,我们研究了在贝叶斯晶格上长程相关时变环境噪声影响下,易感-暴露-感染(SEI)模型非平衡相变的临界性质。我们表明,时间噪声具有微扰相关性,将普适类从(平均场)动态渗流转变为接触过程模型的奇异无限噪声普适类。我们的分析结果基于与具有吸收壁的一维分数布朗运动的映射,并通过蒙特卡罗模拟得到证实。与接触过程不同,我们的理论还预测,在长时间极限下很难观察到相关的活跃时间格里菲斯相。最后,通过将存在时间无序的SEI模型与紧凑簇极限下的多马尼-金泽尔元胞自动机联系起来,我们还展示了无限噪声和紧凑定向渗流普适类之间的等价性。

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