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相关论文: Optimal governance and implementation of vaccinati…

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We consider the SEIRS epidemiology model with such features of the COVID-19 outbreak as: abundance of unidentified infected individuals, limited time of immunity and a possibility of vaccination. The control of the pandemic dynamics is…

种群与进化 · 定量生物学 2026-03-31 J. Ilnytskyi , T. Patsahan

A year following the initial COVID-19 outbreak in China, many countries have approved emergency vaccines. Public-health practitioners and policymakers must understand the predicted populational willingness for vaccines and implement…

应用统计 · 统计学 2021-12-10 Xingzuo Zhou , Yiang Li

In this study, we explore the dynamic interplay between the timing of vaccination campaigns and the trajectory of disease spread in a population. Through comprehensive data analysis and modeling, we have uncovered a counter-intuitive…

物理与社会 · 物理学 2024-12-06 Piergiorgio Castioni , Sergio Gòmez , Clara Granell , Alex Arenas

There is a continuing debate on relative benefits of various mitigation and suppression strategies aimed to control the spread of COVID-19. Here we report the results of agent-based modelling using a fine-grained computational simulation of…

种群与进化 · 定量生物学 2020-11-12 Sheryl L. Chang , Nathan Harding , Cameron Zachreson , Oliver M. Cliff , Mikhail Prokopenko

While social living is considered to be an indispensable part of human life in today's ever-connected world, social distancing has recently received much public attention on its importance since the outbreak of the coronavirus pandemic. In…

社会与信息网络 · 计算机科学 2020-08-07 Zhijun Wu

Optimal use and distribution of Covid-19 vaccines involves adjustments of dosing. Due to the rapidly-evolving pandemic, such adjustments often need to be introduced before full efficacy data are available. As demonstrated in other areas of…

定量方法 · 定量生物学 2021-08-17 Mario Giorgi , Rajat Desikan , Piet H. van der Graaf , Andrzej M. Kierzek

The COVID-19 pandemic has influenced the lives of people globally. In the past year many researchers have proposed different models and approaches to explore in what ways the spread of the disease could be mitigated. One of the models that…

种群与进化 · 定量生物学 2021-06-17 Aram Ansary Ogholbake , Hana Khamfroush

Inspired by Minority Games, we constructed a novel individual-level game of adaptive decision-making based on the dilemma of deciding whether to participate in voluntary influenza vaccination programs. The proportion of the population…

种群与进化 · 定量生物学 2007-05-23 Raffaele Vardavas , Romulus Breban , Sally Blower

The COVID-19 pandemic has so far accounted for reported 5.5M deaths worldwide, with 8.7% of these coming from India. The pandemic exacerbated the weakness of the Indian healthcare system. As of January 20, 2022, India is the second worst…

计算机与社会 · 计算机科学 2022-06-07 Tanvi Karandikar , Avinash Prabhu , Mehul Mathur , Megha Arora , Hemank Lamba , Ponnurangam Kumaraguru

Despite the progress in medical care, combined population-wide interventions (such as physical distancing, testing and contact tracing) are still crucial to manage the SARS-CoV-2 pandemic, aggravated by the emergence of new highly…

The Susceptible-Infected-Susceptible (SIS) model is a widely used model for the spread of information and infectious diseases, particularly non-immunizing ones, on a graph. Given a highly contagious disease, a natural question is how to…

机器学习 · 计算机科学 2025-06-19 Sepehr Elahi , Paula Mürmann , Patrick Thiran

Since the start of the still ongoing COVID-19 pandemic, there have been many modeling efforts to assess several issues of importance to public health. In this work, we review the theory behind some important mathematical models that have…

种群与进化 · 定量生物学 2022-01-06 Fernando Saldaña , Jorge X Velasco-Hernández

Vaccinations against viruses have always been the need of the hour since long past. However, it is hard to efficiently distribute the vaccines (on time) to all the corners of a country, especially during a pandemic. Considering the vastness…

机器学习 · 计算机科学 2022-08-03 Jayeeta Mondal , Jeet Dutta , Hrishav Bakul Barua

How information consumption affects behaviour is an open and widely debated research question. A popular hypothesis states that the so-called infodemic has a substantial impact on orienting individual decisions. A competing hypothesis…

Human behavior, and in particular vaccine hesitancy, is a critical factor for the control of childhood infectious disease. Here we propose a spatio-temporal behavioral epidemiology model where the vaccine propensity depends on information…

物理与社会 · 物理学 2023-05-04 Malay Banerjee , Samiran Ghosh , Piero Manfredi , Alberto d'Onofrio

Heterogeneity of population is a key factor in modeling the transmission of disease among the population and has huge impact on the outcome of the transmission. In order to investigate the decision making process in the heterogeneous mixing…

种群与进化 · 定量生物学 2024-03-01 Fan Bai , Qianyu Chen , Yizhuo Xu

We consider the problem of controlling the propagation of an epidemic outbreak in an arbitrary contact network by distributing vaccination resources throughout the network. We analyze a networked version of the…

社会与信息网络 · 计算机科学 2013-03-19 Victor M. Preciado , Michael Zargham , Chinwendu Enyioha , Ali Jadbabaie , George Pappas

We introduce a multi-population mean field game framework to examine how economic status and authority perception shape vaccination and social distancing decisions under different epidemic control policies. We carried out a survey to inform…

最优化与控制 · 数学 2025-12-30 Huaning Liu , Junke Yang , Soren L. Larsen , Pamela P. Martinez , Gokce Dayanikli

COVID-19 pandemic represents an unprecedented global health crisis in the last 100 years. Its economic, social and health impact continues to grow and is likely to end up as one of the worst global disasters since the 1918 pandemic and the…

How to strategically allocate the available vaccines is a crucial issue for pandemic control. In this work, we propose a mathematical framework for optimal stabilizing vaccine allocation, where our goal is to send the infections to zero as…

最优化与控制 · 数学 2021-09-13 Qianqian Ma , Yang-Yu Liu , Alex Olshevsky
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