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Full Description
This advanced textbook is tailored for an introductory course in Systems Biology and is well-suited for biologists as well as engineers and computer scientists.
It comes with student-friendly reading lists and a companion website featuring a short exam prep version of the book and educational modeling programs. The text is written in an easily accessible style and includes numerous worked examples and study questions in each chapter. For this edition, a section on medical systems biology has been included.
Contents
INTRODUCTION TO SYSTEM BIOLOGY
Introduction
Modeling of Biochemical Systems
Structural Modeling and Analysis of Biochemical Networks
Kinetic Models of Biochemical Networks Introduction
Data Formats, Simulation Techniques, and Modeling Tools
Model Fitting, Reduction, and Coupling
Discrete, Stochastic, and Spatial Models
Network Structures, Dynamics and Function
Gene Expression Models
Variability, Robustness, and Information
Evolution and Optimality
Models of Biochemical Systems
REFERENCE SECTION
Cell Biology
Experimental Techniques
Mathematical and Physical Concepts
Databases
Software Tools for Modeling
