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System modeling in cell biology : from concepts to nuts and bolts / / edited by Zoltan Szallasi, Jörg Stelling, Vipul Periwal



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Titolo: System modeling in cell biology : from concepts to nuts and bolts / / edited by Zoltan Szallasi, Jörg Stelling, Vipul Periwal Visualizza cluster
Pubblicazione: Cambridge, Mass., : MIT Press, ©2006
Descrizione fisica: 1 online resource (465 p.)
Disciplina: 571.601/1
Soggetto topico: Cytology - Data processing
Cytology - Mathematical models
Cytology - Computer simulation
Biological systems
Soggetto non controllato: BIOMEDICAL SCIENCES/Quantitative Biology
Altri autori: SzallasiZoltan  
StellingJörg  
PeriwalVipul  
Note generali: "A Bradford book."
Nota di bibliografia: Includes bibliographical references (p. [385]-433) and index.
Nota di contenuto: Contents; Preface; I GENERAL CONCEPTS; 1 The Role of Modeling in Systems Biology; 2 Complexity and Robustness of Cellular Systems; 3 On Modules and Modularity; II MODELING APPROACHES; 4 Bayesian Inference of Biological Systems: The Logic of Biology; 5 Stoichiometric and Constraint-based Modeling; 6 Modeling Molecular Interaction Networks with Nonlinear Ordinary Differential Equations; 7 Qualitative Approaches to the Analysis of Genetic Regulatory Networks; 8 Stochastic Modeling of Intracellular Kinetics; 9 Kinetics in Spatially Extended Systems; III MODELS AND REALITY
10 Biological Data Acquisition for System Level Modeling-An Exercise in the Art of Compromise11 Methods to Identify Cellular Architecture and Dynamics from Experimental Data; 12 Using Control Theory to Study Biology*; 13 Synthetic Gene Regulatory Systems; 14 Multilevel Modeling in Systems Biology: From Cells to Whole Organs; IV COMPUTATIONAL MODELING; 15 Computational Constraints on Modeling in Systems Biology; 16 Numerical Simulation for Biochemical Kinetics; 17 Software Infrastructure for Effective Communication and Reuse of Computational Models; A Software Tools for Biological Modeling
ReferencesContributors; Index
Sommario/riassunto: This is an introduction and overview of system modelling in biology that is accessible to researchers from different fields including biology, computer science, mathematics, statistics physics, and biochemistry.
Altri titoli varianti: System modeling in cellular biology
Titolo autorizzato: System modeling in cell biology  Visualizza cluster
ISBN: 0-262-25706-8
1-282-09679-6
9786612096792
1-4237-7254-7
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910777516703321
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