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The Resource Computational mathematical modeling : an integrated approach across scales, Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio
Computational mathematical modeling : an integrated approach across scales, Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio
Resource Information
The item Computational mathematical modeling : an integrated approach across scales, Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.This item is available to borrow from all library branches.
Resource Information
The item Computational mathematical modeling : an integrated approach across scales, Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.
This item is available to borrow from all library branches.
 Summary
 "Interesting, realworld mathematical modeling problems are complex and can usually be studied at different scales. The scale at which the investigation is carried out is one of the factors that determines the type of mathematics most appropriate to describe the problem. The book concentrates on two modeling paradigms: the macroscopic, in which the authors describe phenomena in terms of time evolution via ordinary differential equations, and the microscopic, which requires knowledge of random events and probability. The text emphasizes the development of computational skills to construct predictive models and analyze the results. To elucidate the concepts, a wealth of examples and portions of MATLAB® code used by the authors are included. Computational Mathematical Modeling: An Integrated Approach Across Scales: is designed for classroom use, has been extensively tested by the authors, and has homework problems carefully designed to develop students' computational skills ; is based on an unorthodox combination of deterministic and probabilistic methodologies that are naturally bridged through examples ; painlessly introduces students to advanced themes in a natural progression ; includes suggestions for further reading."Publisher's website
 Language
 eng
 Extent
 xii, 222 pages
 Contents

 Review of multivariate calculus and differential equations
 Compartment models
 From compartment models to continuous models
 Dimensional analysis and scaling
 Introduction to stochastic modeling
 Modeling of noise
 Modeling with waiting processes
 Markov processes
 Cellular automata, agent based modeling
 Isbn
 9781611972474
 Label
 Computational mathematical modeling : an integrated approach across scales
 Title
 Computational mathematical modeling
 Title remainder
 an integrated approach across scales
 Statement of responsibility
 Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio
 Language
 eng
 Summary
 "Interesting, realworld mathematical modeling problems are complex and can usually be studied at different scales. The scale at which the investigation is carried out is one of the factors that determines the type of mathematics most appropriate to describe the problem. The book concentrates on two modeling paradigms: the macroscopic, in which the authors describe phenomena in terms of time evolution via ordinary differential equations, and the microscopic, which requires knowledge of random events and probability. The text emphasizes the development of computational skills to construct predictive models and analyze the results. To elucidate the concepts, a wealth of examples and portions of MATLAB® code used by the authors are included. Computational Mathematical Modeling: An Integrated Approach Across Scales: is designed for classroom use, has been extensively tested by the authors, and has homework problems carefully designed to develop students' computational skills ; is based on an unorthodox combination of deterministic and probabilistic methodologies that are naturally bridged through examples ; painlessly introduces students to advanced themes in a natural progression ; includes suggestions for further reading."Publisher's website
 Cataloging source
 DLC
 http://library.link/vocab/creatorName
 Calvetti, Daniela
 Illustrations
 illustrations
 Index
 index present
 LC call number
 QA372
 LC item number
 .C187 2013
 Literary form
 non fiction
 Nature of contents
 bibliography
 http://library.link/vocab/relatedWorkOrContributorName
 Somersalo, Erkki
 Series statement
 Mathematical modeling and computation
 http://library.link/vocab/subjectName

 Differential equations
 Probabilities
 Dimensional analysis
 Mathematical models
 Differential equations
 Dimensional analysis
 Mathematical models
 Probabilities
 Mathematische Modellierung
 Computermathematik
 Differentialgleichung
 Wahrscheinlichkeitstheorie
 Label
 Computational mathematical modeling : an integrated approach across scales, Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio
 Bibliography note
 Includes bibliographical references (pages 215218) and index
 Carrier category
 volume
 Carrier category code

 nc
 Carrier MARC source
 rdacarrier
 Content category
 text
 Content type code

 txt
 Content type MARC source
 rdacontent
 Contents
 Review of multivariate calculus and differential equations  Compartment models  From compartment models to continuous models  Dimensional analysis and scaling  Introduction to stochastic modeling  Modeling of noise  Modeling with waiting processes  Markov processes  Cellular automata, agent based modeling
 Dimensions
 26 cm.
 Extent
 xii, 222 pages
 Isbn
 9781611972474
 Isbn Type
 (paperback)
 Lccn
 2012035528
 Media category
 unmediated
 Media MARC source
 rdamedia
 Media type code

 n
 Other physical details
 illustration (some color)
 System control number

 (OCoLC)815757065
 (OCoLC)ocn815757065
 Label
 Computational mathematical modeling : an integrated approach across scales, Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio
 Bibliography note
 Includes bibliographical references (pages 215218) and index
 Carrier category
 volume
 Carrier category code

 nc
 Carrier MARC source
 rdacarrier
 Content category
 text
 Content type code

 txt
 Content type MARC source
 rdacontent
 Contents
 Review of multivariate calculus and differential equations  Compartment models  From compartment models to continuous models  Dimensional analysis and scaling  Introduction to stochastic modeling  Modeling of noise  Modeling with waiting processes  Markov processes  Cellular automata, agent based modeling
 Dimensions
 26 cm.
 Extent
 xii, 222 pages
 Isbn
 9781611972474
 Isbn Type
 (paperback)
 Lccn
 2012035528
 Media category
 unmediated
 Media MARC source
 rdamedia
 Media type code

 n
 Other physical details
 illustration (some color)
 System control number

 (OCoLC)815757065
 (OCoLC)ocn815757065
Subject
 Differential equations
 Differential equations
 Differentialgleichung
 Dimensional analysis
 Dimensional analysis
 Mathematical models
 Mathematical models
 Mathematical models
 Mathematical models
 Mathematische Modellierung
 Probabilities
 Probabilities
 Wahrscheinlichkeitstheorie
 Computermathematik
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.bu.edu/portal/Computationalmathematicalmodelingan/OYLwiTIPasw/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.bu.edu/portal/Computationalmathematicalmodelingan/OYLwiTIPasw/">Computational mathematical modeling : an integrated approach across scales, Daniela Calvetti, Case Western University, Cleveland, Ohio, Erkki Somersalo, Case Western University, Cleveland, Ohio</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.bu.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.bu.edu/">Boston University Libraries</a></span></span></span></span></div>