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相关论文: Optimal governance and implementation of vaccinati…

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We introduce a multi-layer networked compartmental $SIRS-V_o$ model that captures opinion dynamics, disease spread, risk perception, and self-interest vaccine-uptake behavior in an epidemic process. We characterize the target vaccination…

物理与社会 · 物理学 2023-04-26 Humphrey Leung , Zhuocong Li , Baike She , Philip E. Paré

The COVID-19 pandemic has profoundly affected the normal course of life -- from lock-downs and virtual meetings to the unprecedentedly swift creation of vaccines. To halt the COVID-19 pandemic, the world has started preparing for the global…

机器学习 · 计算机科学 2025-03-05 Tanveer Khan , Fahad Sohrab , Antonis Michalas , Moncef Gabbouj

This study aims to determine an optimal control strategy for vaccine scheduling in COVID-19 pandemic treatment by converting widely acknowledged infectious disease model named SEIR into an optimal control problem. The problem is augmented…

种群与进化 · 定量生物学 2020-08-26 Syed Irfan Ali Meerza , Seyed M. Karimi , Bert B. Little , Jacek M. Zurada , Tamer Inanc

In this study, we present a new epidemiological model, with contamination from confirmed and unreported. We also compute equilibria and study their stability without intervention strategies. Optimal control theory has proven to be a…

种群与进化 · 定量生物学 2020-08-14 Fulgence Mansal , Mouhamadou A. M. T. Baldé , Alpha O. Bah

The adoption of containment measures to reduce the amplitude of the epidemic peak is a key aspect in tackling the rapid spread of an epidemic. Classical compartmental models must be modified and studied to correctly describe the effects of…

种群与进化 · 定量生物学 2021-05-18 G. Albi , L. Pareschi , M. Zanella

The rapid spread of the Coronavirus SARS-2 is a major challenge that led almost all governments worldwide to take drastic measures to respond to the tragedy. Chief among those measures is the massive lockdown of entire countries and cities,…

Millions of young people are not immunized in low- and middle-income (LMI) countries because of low vaccine availability resulting from inefficiencies in cold supply chains. We create supply chain network design and distribution models to…

应用统计 · 统计学 2020-06-11 Zahra Azadi , Sandra D. Eksioglu , H. Neil Geismar

An insufficient supply of effective SARS-CoV-2 vaccine in most countries demands an effective vaccination strategy to minimize the damage caused by the disease. Currently, many countries vaccinate their population in descending order of age…

物理与社会 · 物理学 2022-09-28 Bukyoung Jhun , Hoyun Choi

Societies worldwide have witnessed growing rifts separating advocates and opponents of vaccinations and other COVID-19 countermeasures. With the rollout of vaccination campaigns, German-speaking regions exhibited much lower vaccination…

计算机与社会 · 计算机科学 2024-07-16 Katarina Boland , Christopher Starke , Felix Bensmann , Frank Marcinkowski , Stefan Dietze

With the continuous rise of the COVID-19 cases worldwide, it is imperative to ensure that all those vulnerable countries lacking vaccine resources can receive sufficient support to contain the risks. COVAX is such an initiative operated by…

计算工程、金融与科学 · 计算机科学 2022-01-20 Navpreet Kaur , Jason Hughes , Juntao Chen

The spread of COVID-19 has been thwarted in most countries through non-pharmaceutical interventions. In particular, the most effective measures in this direction have been the stay-at-home and closure strategies of businesses and schools.…

物理与社会 · 物理学 2022-05-04 G. Dimarco , G. Toscani , M. Zanella

The continuously growing number of COVID-19 cases pressures healthcare services worldwide. Accurate short-term forecasting is thus vital to support country-level policy making. The strategies adopted by countries to combat the pandemic…

统计方法学 · 统计学 2021-04-07 Thiago de Paula Oliveira , Rafael de Andrade Moral

This paper presents a study on a compartmental epidemic model for COVID-19, examining the stability of its equilibrium points upon the introduction of vaccination as a strategy to mitigate the spread of the disease. Initially, the SIQR…

数值分析 · 数学 2024-05-29 Leonardo R. S. Rodrigues , Felipe Gabrielli

We propose a multi-layer network model for the spread of COVID-19 that accounts for interactions within the family, between schoolmates, and casual contacts in the population. We utilize the proposed model-calibrated on epidemiological and…

物理与社会 · 物理学 2021-03-24 Christian Bongiorno , Lorenzo Zino

In the context of epidemiology, policies for disease control are often devised through a mixture of intuition and brute-force, whereby the set of logically conceivable policies is narrowed down to a small family described by a few…

种群与进化 · 定量生物学 2021-10-04 Miguel Navascues , Costantino Budroni , Yelena Guryanova

As the COVID19 spreads across the world, prevention measures are becoming the essential weapons to combat the pandemic in the period of crisis. The lockdown measure is the most controversial one as it imposes an overwhelming impact on our…

物理与社会 · 物理学 2021-02-12 Yuting Fu , Haitao Xiang , Hanqing Jin , Ning Wang

As infectious disease outbreaks emerge, public health agencies often enact vaccination and social distancing measures to slow transmission. Their success depends on not only strategies and resources, but also public adherence. Individual…

物理与社会 · 物理学 2018-08-20 José L. Herrera , Lauren Ancel Meyers

The COVID-19 pandemic exposed significant weaknesses in the healthcare information system. The overwhelming volume of misinformation on social media and other socioeconomic factors created extraordinary challenges to motivate people to take…

计算机与社会 · 计算机科学 2024-07-30 Ashiqur Rahman , Ehsan Mohammadi , Hamed Alhoori

In previous articles, we formalized the problem of optimal allocation strategies for a (perfect) vaccine in an infinite-dimensional metapopulation model. The aim of the current paper is to illustrate this theoretical framework with multiple…

最优化与控制 · 数学 2021-12-17 Jean-François Delmas , Dylan Dronnier , Pierre-André Zitt

There are several reasons why the fear of vaccination has caused population rejection. Questions have been raised by students regarding the effectiveness of vaccines, which in turn has led to vaccination hesitancy. Students perceptions are…

计算机与社会 · 计算机科学 2021-12-03 Ashraf Elnagar , Imad Afyouni , Ismail Shahin , Ali Bou Nassif , Said A. Salloum