活性病原体运动对 SIRS 流行动态的影响。

IF 2.9 3区 化学 Q3 CHEMISTRY, PHYSICAL
Soft Matter Pub Date : 2024-11-12 DOI:10.1039/d4sm00864b
R Kailasham, Aditya S Khair
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引用次数: 0

摘要

在易感--感染--恢复--易感(SIRS)框架下,我们选择了在二维空间中运动的、随机交换其内部状态信息的活动布朗磁盘来模拟自走式群体中的流行病传播。代理或磁盘的感染状态决定了它的自我推进速度;因此,系统中代理的活动随时间而变化。我们考虑了两种不同的协议(一对一和一对多),用于将疾病从受感染人群传播到易感人群。在感染传播率较高的情况下,两种协议的效果几乎相同。然而,在感染传播率较低时,一对多协议的效果优于一对一协议。我们重新审视了宏观 SIRS 模型的显著特征,并将其与基于代理的模型预测结果进行了比较。最后,我们还发现,在主动盘比例波动的此类病原体群体中,运动诱导的相分离现象可以很好地用管理主动与被动粒子混合物(被动盘比例恒定)中相分离现象的理论来描述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The influence of active agent motility on SIRS epidemiological dynamics.

Active Brownian disks moving in two dimensions that exchange information about their internal state stochastically are chosen to model epidemic spread in a self-propelled population of agents under the susceptible-infected-recovered-susceptible (SIRS) framework. The state of infection of an agent, or disk, governs its self-propulsion speed; consequently, the activity of the agents in the system varies in time. Two different protocols (one-to-one and one-to-many) are considered for the transmission of disease from the infected to susceptible populations. The effectiveness of the two protocols are practically identical at high values of the infection transmission rate. The one-to-many protocol, however, outperforms the one-to-one protocol at lower values of the infection transmission rate. Salient features of the macroscopic SIRS model are revisited, and compared to predictions from the agent-based model. Lastly, the motility induced phase separation in a population of such agents with a fluctuating fraction of active disks is found to be well-described by theories governing phase separation in a mixture of active and passive particles with a constant fraction of passive disks.

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来源期刊
Soft Matter
Soft Matter 工程技术-材料科学:综合
CiteScore
6.00
自引率
5.90%
发文量
891
审稿时长
1.9 months
期刊介绍: Where physics meets chemistry meets biology for fundamental soft matter research.
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