{"product_id":"covid-19-alfredo-j-morales-9780578912004","title":"Covid-19: A Complex Systems Approach","description":"This STEM Volume gathers a selection of research papers on COVID-19 using a complex systems approach. Methods include agent-based models, cellular automata, networks, population dynamics, spatial-temporal patterns, risk management, analysis of fat-tails, data analysis and visualization. A few examples are: (i) Discussions about policies and strategies against outbreaks in the context of uncertainty and incomplete information. (ii) Analysis and proper understanding of probability and its role in decision-making against contagion outbreaks. (iii) Different approaches to model the spread of a virus in a population using simulations. (iv) Applications with observational data to include natural patterns of human behavior into modeling and decision-making frameworks.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Alfredo J. Morales, Mads Bahrami\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0578912007\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780578912004\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e STEM Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/05\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 272\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.81lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.02h x 5.98w x 0.57d","brand":"Alfredo J. Morales","offers":[{"title":"Paperback","offer_id":43993071321343,"sku":"9780578912004","price":29.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_539769bf-822b-44a1-9841-30c9b4fab192.jpg?v=1683322364","url":"https:\/\/www.whiterainbookhouse.com\/products\/covid-19-alfredo-j-morales-9780578912004","provider":"WR Book House","version":"1.0","type":"link"}