Barabási–Albert网络上冠状病毒在巴基斯坦传播的数值模拟和缓解策略

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY The European Physical Journal Plus Pub Date : 2023-11-03 DOI:10.1140/epjp/s13360-023-04628-4
Abdul Rauf Nizami, Muhammad Rafiq, Mustafa Inc, Hammad Alotaibi, Nadeem Ahmad
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引用次数: 0

摘要

自2019年在中国出现以来,冠状病毒已经对每个国家产生了影响。在这一时期,流行病学模型被用来预测疾病的模式。这些模型依赖于病毒的随机传播,忽略了社区内部固有的社会互动。一种开创性的方法包括结合网络的概念来解释这些人类互动。本研究利用Barabási–Albert网络上的易感-感染-恢复模型对数值模拟进行了可视化描述。这使得在考虑多种缓解策略的同时,能够分析巴基斯坦的冠状病毒动态。研究结果强调,有效的感染管理包括防止其传播到具有广泛联系的中心枢纽节点,并显著减少社会内部的社会互动。
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Numerical simulations with mitigation strategies on Barabási–Albert network for the spread of coronavirus in Pakistan

Since its emergence in China in 2019, the coronavirus has exerted its impact on every nation. Throughout this period, epidemiological models have been employed to anticipate the disease’s patterns. These models rely on the random diffusion of the virus, overlooking the inherent social interactions within communities. A pioneering approach involves incorporating the concept of networks to account for these human interactions. The present study presents visual depictions of numerical simulations utilizing the Susceptible–Infected–Recovered model on the Barabási–Albert network. This enables an analysis of coronavirus dynamics in Pakistan while considering diverse mitigation strategies. The findings underscore that effective infection management involves preventing its spread into central hubs-nodes with extensive connections-and significantly curtailing social interactions within society.

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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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