Modeling and Simulation of Infectious Diseases

Microscale Transmission, Decontamination and Macroscale Propagation
1. Auflage 2022
ISBN: 978-3-031-18055-2
Verlag: Springer International Publishing

Buch, Englisch, 111 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 213 g

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.

Zielgruppe

Research

Autoren/Hrsg.

Zohdi, Tarek I.

Fachgebiete

• Naturwissenschaften Biowissenschaften Entwicklungsbiologie
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
• Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
• Naturwissenschaften Biowissenschaften Biowissenschaften
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe

Inhaltsverzeichnis

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.