001459978 000__ 03555cam\a2200505\i\4500
001459978 001__ 1459978
001459978 003__ OCoLC
001459978 005__ 20230330003237.0
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001459978 019__ $$a1370391807
001459978 020__ $$a9783031180538$$qelectronic book
001459978 020__ $$a3031180534$$qelectronic book
001459978 020__ $$z9783031180521
001459978 020__ $$z3031180526
001459978 0247_ $$a10.1007/978-3-031-18053-8$$2doi
001459978 035__ $$aSP(OCoLC)1370599158
001459978 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dN$T$$dUKAHL$$dYDX
001459978 049__ $$aISEA
001459978 050_4 $$aRA643$$b.Z64 2022
001459978 08204 $$a616.001/5118$$223/eng/20230323
001459978 08204 $$a616.9001/5118$$223/eng/20230220
001459978 1001_ $$aZohdi, Tarek I.,$$eauthor.
001459978 24510 $$aModeling and simulation of infectious diseases :$$bmicroscale transmission, decontamination and macroscale propagation /$$cTarek I. Zohdi.
001459978 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2022]
001459978 300__ $$a1 online resource :$$billustrations (some color)
001459978 336__ $$atext$$btxt$$2rdacontent
001459978 337__ $$acomputer$$bc$$2rdamedia
001459978 338__ $$aonline resource$$bcr$$2rdacarrier
001459978 504__ $$aIncludes bibliographical references.
001459978 5050_ $$aPreliminaries: Basic Mathematics, Optimization and Machine-Learning -- Macroscale Disease Propagation -- Microscale Disease Transmission and Ventilation System Design -- Ultraviolet Viral Decontamination -- Vaccine Design and Immune-System Response -- Epilogue.
001459978 506__ $$aAccess limited to authorized users.
001459978 520__ $$aThe COVID-19 pandemic that started in 2019-2020 has led to a gigantic increase in modeling and simulation of infectious diseases. There are numerous topics associated with this epoch-changing event, such as (a) disease propagation, (b) transmission, (c) decontamination, and (d) vaccines. This is an evolving field. The targeted objective of this book is to expose researchers to key topics in this area, in a very concise manner. The topics selected for discussion have evolved with the progression of the pandemic. Beyond the introductory chapter on basic mathematics, optimization, and machine learning, the book covers four themes in modeling and simulation infectious diseases, specifically: Part 1: Macroscale disease propagation, Part 2: Microscale disease transmission and ventilation system design, Part 3: Ultraviolet viral decontamination, and Part 4: Vaccine design and immune response. It is important to emphasize that the rapid speed at which the simulations operate makes the presented computational tools easily deployable as digital twins, i.e., digital replicas of complex systems that can be inexpensively and safely optimized in a virtual setting and then used in the physical world afterward, thus reducing the costs of experiments and also accelerating development of new technologies.
001459978 588__ $$aDescription based on online resource; title from digital title page (viewed on March 23, 2023).
001459978 650_0 $$aCommunicable diseases$$xMathematical models.
001459978 650_0 $$aCOVID-19 Pandemic, 2020-$$xMathematical models.
001459978 655_0 $$aElectronic books.
001459978 77608 $$iPrint version:$$aZOHDI, TAREK I.$$tMODELING AND SIMULATION OF INFECTIOUS DISEASES.$$d[Place of publication not identified] : SPRINGER INTERNATIONAL PU, 2022$$z3031180526$$w(OCoLC)1342985950
001459978 852__ $$bebk
001459978 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-18053-8$$zOnline Access$$91397441.1
001459978 909CO $$ooai:library.usi.edu:1459978$$pGLOBAL_SET
001459978 980__ $$aBIB
001459978 980__ $$aEBOOK
001459978 982__ $$aEbook
001459978 983__ $$aOnline
001459978 994__ $$a92$$bISE