Dynamic systems biology modelling and simulation

Dynamic systems biology modelling and simulation

by DiStefano, Joseph J.,, III

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Title Statements

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

Edition Statements

  • Publication Date:2014.
  • Edition:First edition

Publication Statements

  • Publisher(s):Academic Press
  • Place of Publication:London
  • Language:eng
  • Publication Date:2014.

The Physical Object

  • Description:xxiv, 865 pages : : illustrations ; : 29 cm

Edition Identifiers

  • ISBN:9780124104112, 0124104118
  • oclc:ocn972361686
  • LC Classification:QU26.5 .D614 2013
  • Dewey Decimal:570.1/13

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 -- Appendices.

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Subjects

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

Writers

DiStefano, Joseph J.,, III

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