03409nam 2200601 450 99651186240331620240130144821.03-031-18053-410.1007/978-3-031-18053-8(CKB)5700000000346844(MiAaPQ)EBC7207020(Au-PeEL)EBL7207020(DE-He213)978-3-031-18053-8(OCoLC)1371752998(BIP)085591714(PPN)268209219(EXLCZ)99570000000034684420230522d2022 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierModeling and simulation of infectious diseases microscale transmission, decontamination and macroscale propagation /Tarek I. Zohdi1st ed. 2022.Cham, Switzerland :Springer,[2022]©20221 online resource (123 pages)3-031-18052-6 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.Communicable diseasesMathematical modelsCOVID-19 Pandemic, 2020-Malalties infecciosesthubPandèmia de COVID-19, 2020-thubModels matemàticsthubLlibres electrònicsthubPublic HealthMedicalCommunicable diseasesMathematical models.COVID-19 Pandemic, 2020-Malalties infecciosesPandèmia de COVID-19, 2020-Models matemàtics616.9Zohdi Tarek I.473670MiAaPQMiAaPQMiAaPQBOOK996511862403316Modeling and simulation of infectious diseases3587064UNISA