Stochastic Processes, Multiscale Modeling, and Numerical Methods for Computational Cellular Biology

Language: English

Published by Springer, Palgrave Macmillan Aug 2018, 2018

331987358X / 9783319873589

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This item is printed on demand - Print on Demand Titel. Neuware -This book focuses on the modeling and mathematical analysis of stochastic dynamical systems along with their simulations. The collected chapters will review fundamental and current topics and approaches to dynamical systems in cellular biology.This text aims to develop improved mathematical and computational methods with which to study biological processes. At the scale of a single cell, stochasticity becomes important due to low copy numbers of biological molecules, such as mRNA and proteins that take part in biochemical reactions driving cellular processes. When trying to describe such biological processes, the traditional deterministic models are often inadequate, precisely because of these low copy numbers. This book presents stochastic models, which are necessary to account for small particle numbers and extrinsic noise sources. The complexity of these models depend upon whether the biochemical reactions are diffusion-limited or reaction-limited. In the former case, oneneeds to adopt the framework of stochastic reaction-diffusion models, while in the latter, one can describe the processes by adopting the framework of Markov jump processes and stochastic differential equations.Stochastic Processes, Multiscale Modeling, and Numerical Methods for Computational Cellular Biologywill appeal to graduate students and researchers in the fields of applied mathematics, biophysics, and cellular biology.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 392 pp. Englisch.

Seller Inventory # 9783319873589

Title
Stochastic Processes, Multiscale Modeling, and Numerical Methods for Computational Cellular Biology
Author
David Holcman
Publisher
Springer, Palgrave Macmillan Aug 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
331987358X
ISBN 13
9783319873589
Item weight
593 grams
Dimensions
235x155x22 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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