A Guide to Numerical Modelling in Systems Biology

• Main Authors: Deuflhard, Peter (Author), Röblitz, Susanna (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Texts in Computational Science and Engineering, 12
• Subjects: Mathematics.; Computer simulation.; Differential equations.; Applied mathematics.; Engineering mathematics.; Biomathematics.; Physics.; Ordinary Differential Equations.; Applications of Mathematics.; Mathematical and Computational Biology.; Simulation and Modeling.; Numerical and Computational Physics.

This book is intended for students of computational systems biology with only a limited background in mathematics. Typical books on systems biology merely mention algorithmic approaches, but without offering a deeper understanding. On the other hand, mathematical books are typically unreadable for c...

Table of Contents:

• Preface
• Outline
• ODE Models for Systems Biological Networks
• Numerical Simulation of ODE Models
• Parameter Identification in ODE Models
• Appendix
• Software
• Index.