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西安交通大学肖燕妮教授做学术报告
发布时间:2024-04-12

报告题目:Modelling behavioral changes in disease transmission dynamics of infectious diseases

报告人:肖燕妮教授(西安交通大学)

报告时间:2024年4月12日11:00-12:00

报告地点:复杂系统研究所四层报告厅(商学楼409室)

报告人简介:肖燕妮教授,西安交通大学数学与统计学院副院长、数学与生命科学交叉研究中心主任、博士生导师,主要从事非光滑动力学系统理论及应用研究、数据和问题驱动的传染病动力学研究,主要成果发表在JDE,JMath Biol, Bull Math Biol, PLoS Comput Biol, BMC Medicine等著名国际期刊上。与中国疾病预防控制中心合作完成了国家“十一五”、“十二五”和“十三五”科技重大专项艾滋病领域的建模研究、合作了基于模型和数据的新冠疫情预测预警、最优解封策略等研究。 2022年起任中国生物数学专业委员会主任,2020年起任国务院第八届学科评议组成员(数学)。

报告摘要:There are many challenges to quantifying and evaluating the impact of behavior changes on the disease spread and control. In this talk, we propose several mathematical models to fully investigate impact of behavioral changes on transmission dynamics of infectious diseases. Initially, I proposed the model with nonlinear incidence rate with/without delays to represent the effect of individuals’ psychological and behavioral changes. We apply this modelling approach to examine media impact on control of Covid-19 infection based on the multisource data. Then we proposed a multi-scale model which explicitly models both the disease transmission and information transmission to evaluate the effect of behavior changes on dynamic behaviors. Finally, I include the imitation dynamics to investigate how behavior changes, vaccination and relaxation of non-NPIs affect the development of COVID-19 infections. Finally  I shall give some considerations and thoughts on modelling behavioral changes.

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