Systems biology : modeling, analysis, and simulation / Jinzhi Lei.
Lei, Jinzhi, author.
2021
QH323.5
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Systems biology : modeling, analysis, and simulation / Jinzhi Lei.
Author Lei, Jinzhi, author.
ISBN 9783030730338 (electronic bk.)
3030730336 (electronic bk.)
3030730328 (print)
9783030730321 (print)
DOI https://doi.org/10.1007/978-3-030-73033-8
Publication Details Cham : Springer, 2021.
Language English
Description 1 online resource (xii, 308 pages)
Item Number 10.1007/978-3-030-73033-8 doi
Call Number QH323.5
Dewey Decimal Classification 570.1/13
Summary This book discusses the mathematical simulation of biological systems, with a focus on the modeling of gene expression, gene regulatory networks and stem cell regeneration. The diffusion of morphogens is addressed by introducing various reaction-diffusion equations based on different hypotheses concerning the process of morphogen gradient formation. The robustness of steady-state gradients is also covered through boundary value problems. The introduction gives an overview of the relevant biological concepts (cells, DNA, organism development) and provides the requisite mathematical preliminaries on continuous dynamics and stochastic modeling. A basic understanding of calculus is assumed. The techniques described in this book encompass a wide range of mechanisms, from molecular behavior to population dynamics, and the inclusion of recent developments in the literature together with first-hand results make it an ideal reference for both new students and experienced researchers in the field of systems biology and applied mathematics.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed May 24, 2021).
Series Lecture notes on mathematical modelling in the life sciences, 2193-4789
Available in Other Form Print version: 9783030730321
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
1. Biological Background-information, Energy, and Matter
2. Mathematical Preliminary continuous Dynamics
3. Mathematical Preliminary-stochastic Modeling
4. Stochastic Modeling of Gene Expression
5. Mathematical Models for Gene Regulatory Network Dynamics
6. Dynamical Modeling of Stem Cell Regeneration
7. Mathematical Models of Morphogen Gradients and Growth Control.

Browse Subjects

Show more subjects...

Statistics

from
to
Export