The Resource A Guide to Numerical Modelling in Systems Biology, by Peter Deuflhard, Susanna Röblitz, (electronic resource)

A Guide to Numerical Modelling in Systems Biology, by Peter Deuflhard, Susanna Röblitz, (electronic resource)

Label
A Guide to Numerical Modelling in Systems Biology
Title
A Guide to Numerical Modelling in Systems Biology
Statement of responsibility
by Peter Deuflhard, Susanna Röblitz
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
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.
Member of
http://library.link/vocab/creatorName
Deuflhard, Peter
Dewey number
515.352
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • HpJ_ljXNi-c
  • Mze6I1v4FBg
Image bit depth
0
Language note
English
LC call number
QA372
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
Röblitz, Susanna.
Series statement
Texts in Computational Science and Engineering,
Series volume
12
http://library.link/vocab/subjectName
  • Differential Equations
  • Mathematics
  • Computer simulation
  • Ordinary Differential Equations
  • Applications of Mathematics
  • Mathematical and Computational Biology
  • Simulation and Modeling
  • Numerical and Computational Physics, Simulation
Label
A Guide to Numerical Modelling in Systems Biology, by Peter Deuflhard, Susanna Röblitz, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
Preface -- Outline -- ODE Models for Systems Biological Networks -- Numerical Simulation of ODE Models -- Parameter Identification in ODE Models -- Appendix -- Software -- Index
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (X, 168 p. 42 illus., 33 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783319200590
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-3-319-20059-0
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3710000000454139
  • (SSID)ssj0001558527
  • (PQKBManifestationID)16182677
  • (PQKBTitleCode)TC0001558527
  • (PQKBWorkID)14819290
  • (PQKB)11532746
  • (DE-He213)978-3-319-20059-0
  • (EXLCZ)993710000000454139
Label
A Guide to Numerical Modelling in Systems Biology, by Peter Deuflhard, Susanna Röblitz, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
Preface -- Outline -- ODE Models for Systems Biological Networks -- Numerical Simulation of ODE Models -- Parameter Identification in ODE Models -- Appendix -- Software -- Index
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (X, 168 p. 42 illus., 33 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783319200590
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-3-319-20059-0
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3710000000454139
  • (SSID)ssj0001558527
  • (PQKBManifestationID)16182677
  • (PQKBTitleCode)TC0001558527
  • (PQKBWorkID)14819290
  • (PQKB)11532746
  • (DE-He213)978-3-319-20059-0
  • (EXLCZ)993710000000454139

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