Description: Modeling and Analysis of Bio-molecular Networks, Paperback by Lü, Jinhu; Wang, Pei, ISBN 9811591466, ISBN-13 9789811591464, Brand New, Free shipping in the US This book addresses a number of questions from the perspective of complex systems: How can we quantitatively understand the life phenomena? How can we model life systems as complex bio-molecular networks? Are there any methods to clarify the relationships among the structures, dynamics and functions of bio-molecular networks? How can we statistically analyse large-scale bio-molecular networks? Focusing on the modeling and analysis of bio-molecular networks, th presents various sophisticated mathematical and statistical approaches. The life system can be described using various levels of bio-molecular networks, including gene regulatory networks, and protein-protein interaction networks. It first provides an overview of approaches to reconstruct various bio-molecular networks, and then discusses the modeling and dynamical analysis of simple genetic circuits, coupled genetic circuits, middle-sized and large-scale biological networks, clarifying the relationships between the structures, dynamics and functions of the networks covered. In the context of large-scale bio-molecular networks, it introduces a number of statistical methods for exploring important bioinformatics applications, including the identification of significant bio-molecules for network medicine and genetic engineering. Lastly, th describes various state-of-art statistical methods for analysing omics data generated by high-throughput sequencing. This book is a valuable resource for readers interested in applying systems biology, dynamical systems or complex networks to explore the truth of nature.
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Number of Pages: Xxi, 464 Pages
Language: English
Publication Name: Modeling and Analysis of Bio-Molecular Networks
Publisher: Springer
Publication Year: 2021
Subject: Computer Simulation, Life Sciences / Biology, Bioinformatics
Item Weight: 26.1 Oz
Type: Textbook
Subject Area: Computers, Science
Author: Pei Wang, Jinhu Lü
Item Length: 9.3 in
Item Width: 6.1 in
Format: Trade Paperback