| 书目名称 | Modeling and Simulation of Infectious Diseases | | 副标题 | Microscale Transmiss | | 编辑 | Tarek I. Zohdi | | 视频video | | | 概述 | Emphasizes elementary modeling, numerical methods, and their implementation on physical problems.Is motivated by real-world phenomena involving various aspects of infection diseases.Written by an expe | | 图书封面 |  | | 描述 | .The COVID-19 pandemic that started in 2019-2020 has led to a gigantic increase in modeling and simulation of infectious diseases. There are numerous topics associated with this epoch-changing event, such as (a) disease propagation, (b) transmission, (c) decontamination, and (d) vaccines. This is an evolving field. The targeted objective of this book is to expose researchers to key topics in this area, in a very concise manner. The topics selected for discussion have evolved with the progression of the pandemic. Beyond the introductory chapter on basic mathematics, optimization, and machine learning, the book covers four themes in modeling and simulation infectious diseases, specifically: ..Part 1: Macroscale disease propagation,..Part 2: Microscale disease transmission and ventilation system design,..Part 3: Ultraviolet viral decontamination, and..Part 4: Vaccine design and immune response. .It is important to emphasize that the rapidspeed at which the simulations operate makes the presented computational tools easily deployable as digital twins, i.e., digital replicas of complex systems that can be inexpensively and safely optimized in a virtual setting and then used in the phys | | 出版日期 | Book 2022 | | 关键词 | Modeling and Infectious Diseases; Simulation of Infectious Diseases; Infectious Diseases; Microscale Tr | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-18053-8 | | isbn_softcover | 978-3-031-18055-2 | | isbn_ebook | 978-3-031-18053-8 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 18:53:01
