Show Summary Details
- Title Pages
- Preface
-
1. The Role of Modeling in Systems Biology -
2 Complexity and Robustness of Cellular Systems -
3 On Modules and Modularity -
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 -
10 Biological Data Acquisition for System Level Modeling—An Exercise in the Art of Compromise -
11 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 -
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 - References
- Contributors
- Index
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- Title Pages
- Preface
-
1. The Role of Modeling in Systems Biology -
2 Complexity and Robustness of Cellular Systems -
3 On Modules and Modularity -
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 -
10 Biological Data Acquisition for System Level Modeling—An Exercise in the Art of Compromise -
11 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 -
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 - References
- Contributors
- Index
