Home
Academic & Professional Literature
Natural & Physical Sciences
Mathematics
Mathematical Modeling, Simulations, and AI for Emergent Pandemic Diseases

Mathematical Modeling, Simulations, and AI for Emergent Pandemic Diseases

Voted 0

ISBN: 9780323950640
Published: 2023
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9.25×7.5

Description

Mathematical Modeling, Simulations, and Artificial Intelligence for Emergent Pandemic Diseases: Lessons Learned from COVID-19 includes new research, models and simulations developed during the COVID-19 pandemic into how mathematical methods and practice can impact future response. Chapters go beyond forecasting COVID-19, bringing different scale angles and mathematical techniques (e.g., ordinary differential and difference equations, agent-based models, artificial intelligence, and complex networks) which could have potential use in modeling other emergent pandemic diseases. A major part of the book focuses on preparing the scientific community for the next pandemic, particularly the application of mathematical modeling in ecology, economics and epidemiology. Readers will benefit from learning how to apply advanced mathematical modeling to a variety of topics of practical interest, including optimal allocations of masks and vaccines but also more theoretical problems such as the evolution of viral variants.

Reviews (0)

Write a review

Rate this item

Your name

Your e-mail

Your review

Comment

Selection

Description

Functionality (necessary) cookies

These cookies are essential to the functioning of the website and they cannot be disabled. They do not store any personally identifiable information and are deleted once you leave the website.

Performance Cookies

These cookies are used to measure the use of the website and traffic sources in order to gain information required to improve the functioning of the website. These cookies help us to determine which pages are the most popular and to learn about the users’ browsing habits. To this end we use the Google Analytics statistical engine. We do not disclose any information we have collected. All information gathered is completely anonymous and cannot identify you personally.

Marketing cookies

These third-party cookies are used to display ads personalized to your needs. We use cookies that help us to collect information on your web surfing behaviour and allow us to learn about your interests so that we could display only those ads that are relevant to you. Leave this box unchecked if you do not want us to show you any advertising.