Systems Biology : Mathematical Modeling and Model Analysis

✍ Scribed by Kremling, Andreas

• Publisher: CRC Press
• Year: 2013
• Tongue: English
• Leaves: 379
• Series: Chapman & Hall/CRC Mathematical and Computational Biology
• Category: Library

✦ Synopsis

Fundamentals Introduction Biological BasicsThe Cell-an Introduction Cell Division and Growth Basics of MetabolismReplication, Transcription, and TranslationFundamentals of Mathematical Modeling Definition-Overview of Different Model Classes Basics of Reaction Engineering Stochastic Description Deterministic Modeling Qualitative Modeling and AnalysisModeling on the Level of Single Cells-the Population Balance Data-Driven Modeling ThermodynamicsModel Calibration and Experimental Design RegressionModel and Parameter AccuracyDynamic SystemsIdentifiability of Dynamic SystemsModeling of Cellular Pro. Read more...

Abstract: Fundamentals Introduction Biological BasicsThe Cell-an Introduction Cell Division and Growth Basics of MetabolismReplication, Transcription, and TranslationFundamentals of Mathematical Modeling Definition-Overview of Different Model Classes Basics of Reaction Engineering Stochastic Description Deterministic Modeling Qualitative Modeling and AnalysisModeling on the Level of Single Cells-the Population Balance Data-Driven Modeling ThermodynamicsModel Calibration and Experimental Design RegressionModel and Parameter AccuracyDynamic SystemsIdentifiability of Dynamic SystemsModeling of Cellular Pro

✦ Table of Contents

Content: Front Cover
Contents
Preface
About the Author
I: Fundamentals
1. Introduction
2. Biological Basics
3. Fundamentals of Mathematical Modeling
4. Model Calibration and Experimental Design
II: Modeling of Cellular Processes
5. Enzymatic Conversion
6. Polymerization Processes
7. Signal Transduction and Genetically Regulated Systems
III: Analysis of Modules and Motifs
8. General Methods of Model Analysis
9. Aspects of Control Theory
10. Motifs in Cellular Networks
IV: Analysis of Cellular Networks
11. Metabolic Engineering
12. Topological Characteristics

✦ Subjects

Биологические дисциплины;Матметоды и моделирование в биологии;