Modeling and Simulation of Infectious Diseases: Microscale Transmission, Decontamination and Macroscale Propagation - Tapa dura

Zohdi, Tarek I.

 
9783031180521: Modeling and Simulation of Infectious Diseases: Microscale Transmission, Decontamination and Macroscale Propagation
Tapa dura
ISBN 10: 3031180526 ISBN 13: 9783031180521
Editorial: Springer, 2023

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2023
Idioma
Inglés
ISBN 10 
3031180526
ISBN 13 
9783031180521
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
132
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9783031180552: Modeling and Simulation of Infectious Diseases: Microscale Transmission, Decontamination and Macroscale Propagation

Edición Destacada

ISBN 10:  3031180550 ISBN 13:  9783031180552
Editorial: Springer, 2024
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