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Modeling and simulation of infectiou...

Zohdi, Tarek I.

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Modeling and simulation of infectious diseases = microscale transmission, decontamination and macroscale propagation /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Modeling and simulation of infectious diseases/ by Tarek I. Zohdi.
其他題名:	microscale transmission, decontamination and macroscale propagation /
作者:	Zohdi, Tarek I.
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xx, 111 p. :ill. (some col.), digital ;24 cm.
內容註:	Preliminaries: Basic Mathematics, Optimization and Machine-Learning -- Macroscale Disease Propagation -- Microscale Disease Transmission and Ventilation System Design -- Ultraviolet Viral Decontamination -- Vaccine Design and Immune-System Response -- Epilogue.
Contained By:	Springer Nature eBook
標題:	Communicable diseases - Mathematical models. -
電子資源:	https://doi.org/10.1007/978-3-031-18053-8
ISBN:	9783031180538

Modeling and simulation of infectious diseases = microscale transmission, decontamination and macroscale propagation /
Zohdi, Tarek I.

Modeling and simulation of infectious diseasesmicroscale transmission, decontamination and macroscale propagation /[electronic resource] :by Tarek I. Zohdi. - Cham :Springer International Publishing :2022. - xx, 111 p. :ill. (some col.), digital ;24 cm.

Preliminaries: Basic Mathematics, Optimization and Machine-Learning -- Macroscale Disease Propagation -- Microscale Disease Transmission and Ventilation System Design -- Ultraviolet Viral Decontamination -- Vaccine Design and Immune-System Response -- Epilogue.

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 rapid speed 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 physical world afterward, thus reducing the costs of experiments and also accelerating development of new technologies.

ISBN: 9783031180538

Standard No.: 10.1007/978-3-031-18053-8doiSubjects--Topical Terms:

736933
Communicable diseases
--Mathematical models.

LC Class. No.: RA643 / .Z64 2022

Dewey Class. No.: 616.0015118

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