Dynamic systems biology modeling and simulation

Dynamic systems biology modeling and simulation

by DiStefano, Joseph J.,, III

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Title Statements

  • Full title :Dynamic systems biology modeling and simulation / Joseph DiStefano III.

Edition Statements

  • Publication Date:©2013

Publication Statements

The Physical Object

  • Description:xxii, 859 pages : : illustrations (chiefly colour) ; : 29 cm

Edition Identifiers

  • ISBN:9780124104112, 0124104118
  • oclc:ocn879432461
  • LC Classification:QH324.2
  • Dewey Decimal:570.113

Table of Contents

Biosystem modeling and simulation : nomenclature and philosophy -- Math models of systems : biomodeling 101 -- Computer simulation methods -- Structural biomodeling from theory and data : compartmentalizations -- Structural biomodeling from theory and data : sizing, distinguishing and simplifying multicompartmental models -- Nonlinear mass action and biochemical kinetic interaction modeling -- Cellular systems biology modeling : deterministic and stochastic -- Physiologically based, whole-organism kinetics and noncompartmental modeling -- Biosystem stability and oscillations -- Structural identifiability -- Parameter sensitivity methods -- Parameter estimation and numerical identifiability -- Parameter estimation methods II : facilitating, simplifying and working with data -- Biocontrol system modeling, simulation, and analysis -- Data-driven modeling and alternative hypothesis testing -- Experiment design and optimization -- Model reduction and network inference in dynamic systems biology.

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Subjects

Biological systems -- Computer simulati… Biological systems -- Mathematical mode… Biologie systémique -- Modèles mathémat… Systèmes biologiques -- Modèles mathéma… Systèmes biologiques -- Simulation par … Systems biology -- Mathematical models

Writers

DiStefano, Joseph J.,, III

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