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A Guide to Numerical Modelling in Systems Biology
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Catalogue Information
Field name
Details
Dewey Class
515.352
Title
A Guide to Numerical Modelling in Systems Biology ([EBook]) / by Peter Deuflhard, Susanna Röblitz.
Author
Deuflhard, Peter
Added Personal Name
Röblitz, Susanna
author.
Other name(s)
SpringerLink (Online service)
Publication
Cham : : Springer International Publishing : : Imprint: Springer, , 2015.
Physical Details
X, 168 p. 42 illus., 33 illus. in color. : online resource.
Series
Texts in computational science and engineering
1611-0994 ; ; 12
ISBN
9783319200590
Summary Note
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 computational biologists. The authors of the present book have worked hard to fill this gap. The result is not a book on systems biology, but on computational methods in systems biology. This book originated from courses taught by the authors at Freie Universität Berlin. The guiding idea of the courses was to convey those mathematical insights that are indispensable for systems biology, teaching the necessary mathematical prerequisites by means of many illustrative examples and without any theorems. The three chapters cover the mathematical modelling of biochemical and physiological processes, numerical simulation of the dynamics of biological networks, and identification of model parameters by means of comparisons with real data. Throughout the text, the strengths and weaknesses of numerical algorithms with respect to various systems biological issues are discussed. Web addresses for downloading the corresponding software are also included. .:
Contents note
Preface -- Outline -- ODE Models for Systems Biological Networks -- Numerical Simulation of ODE Models -- Parameter Identification in ODE Models -- Appendix -- Software -- Index.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site
http://dx.doi.org/10.1007/978-3-319-20059-0
Links to Related Works
Subject References:
Applications of Mathematics
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Applied mathematics
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Biomathematics
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Computer simulation
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Differential Equations
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Engineering mathematics
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Mathematical and Computational Biology
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Mathematics
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Numerical and Computational Physics
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Ordinary differential equations
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Physics
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Simulation and Modeling
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Authors:
Deuflhard, Peter
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Röblitz, Susanna
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Corporate Authors:
SpringerLink (Online service)
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Series:
Texts in computational science and engineering
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Classification:
515.352
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