Modeling and Simulation of Infectious Diseases

Microscale Transmission, Decontamination and Macroscale Propagation de

Éditeur :

Springer


Paru le : 2023-02-09

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Description

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 physical world afterward, thus reducing the costs of experiments and also accelerating development of new technologies.
Pages
111 pages
Collection
n.c
Parution
2023-02-09
Marque
Springer
EAN papier
9783031180521
EAN PDF
9783031180538

Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
11
Taille du fichier
3379 Ko
Prix
137,14 €
EAN EPUB
9783031180538

Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
11
Taille du fichier
27300 Ko
Prix
137,14 €

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