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Dynamic systems biology modeling and simulation /
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| Format: | Printed Book |
| Language: | English |
| Edition: | First edition. |
| Subjects: |
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.