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Record Nr. |
UNINA9910777516703321 |
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Titolo |
System modeling in cell biology : from concepts to nuts and bolts / / edited by Zoltan Szallasi, Jörg Stelling, Vipul Periwal |
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Pubbl/distr/stampa |
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Cambridge, Mass., : MIT Press, ©2006 |
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ISBN |
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0-262-25706-8 |
1-282-09679-6 |
9786612096792 |
1-4237-7254-7 |
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Descrizione fisica |
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1 online resource (465 p.) |
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Altri autori (Persone) |
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SzallasiZoltan |
StellingJörg |
PeriwalVipul |
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Disciplina |
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Soggetti |
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Cytology - Data processing |
Cytology - Mathematical models |
Cytology - Computer simulation |
Biological systems |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Nota di bibliografia |
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Includes bibliographical references (p. [385]-433) and index. |
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Nota di contenuto |
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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 |
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