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Titlebook: Computational Epidemiology; Data-Driven Modeling Ellen Kuhl Textbook 2021 The Editor(s) (if applicable) and The Author(s), under exclusive

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書目名稱Computational Epidemiology
副標(biāo)題Data-Driven Modeling
編輯Ellen Kuhl
視頻videohttp://file.papertrans.cn/233/232277/232277.mp4
概述Includes more than 400 examples, figures, and problems.Provides problem sets, both analytical and computational.Teaches students how to integrate data and physics-based modeling
圖書封面Titlebook: Computational Epidemiology; Data-Driven Modeling Ellen Kuhl Textbook 2021 The Editor(s) (if applicable) and The Author(s), under exclusive
描述.This innovative textbook brings together modern concepts in mathematical epidemiology, computational modeling, physics-based simulation, data science, and machine learning to understand one of the most significant problems of our current time, the outbreak dynamics and outbreak control of COVID-19. It teaches the relevant tools to model and simulate nonlinear dynamic systems in view of a global pandemic that is acutely relevant to human health...If you are a student, educator, basic scientist, or medical researcher in the natural or social sciences, or someone passionate about big data and human health: This book is for you! It serves as a textbook for undergraduates and graduate students, and a monograph for researchers and scientists. It can be used in the mathematical life sciences suitable for courses in applied mathematics, biomedical engineering, biostatistics, computer science, data science, epidemiology, health sciences, machine learning, mathematical biology, numerical methods, and probabilistic programming. This book is a personal reflection on the role of data-driven modeling during the COVID-19 pandemic, motivated by the curiosity to understand it..
出版日期Textbook 2021
關(guān)鍵詞Data-driven modeling covid; Data-driven modeling coronavirus; epidemiology covid; epidemiology coronavi
版次1
doihttps://doi.org/10.1007/978-3-030-82890-5
isbn_softcover978-3-030-82892-9
isbn_ebook978-3-030-82890-5
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

書目名稱Computational Epidemiology影響因子(影響力)




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Wahlen in der Bundesrepublik Deutschland,ures of these two approaches, we derive and compare explicit and implicit network diffusion and finite element methods for the SIS model. The learning objectives of this chapter on network epidemiology are to
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grate data and physics-based modeling.This innovative textbook brings together modern concepts in mathematical epidemiology, computational modeling, physics-based simulation, data science, and machine learning to understand one of the most significant problems of our current time, the outbreak dynam
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Textbook 2021, and machine learning to understand one of the most significant problems of our current time, the outbreak dynamics and outbreak control of COVID-19. It teaches the relevant tools to model and simulate nonlinear dynamic systems in view of a global pandemic that is acutely relevant to human health..
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