{"product_id":"9780323950640","title":"Mathematical Modeling, Simulations, and AI for Emergent Pandemic Diseases : Lessons Learned from COVID-19","description":"\u003cp\u003eMathematical 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.\u003c\/p\u003e\n\n\u003cp\u003e 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.\u003c\/p\u003e","brand":"Academic Press Inc","offers":[{"title":"Default Title","offer_id":48671576293611,"sku":"00000_00000_00000_00000","price":329.61,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0758\/4484\/5803\/files\/9780323950640-1.jpg?v=1781615437","url":"https:\/\/kinokuniya.com.sg\/zh\/products\/9780323950640","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}