Stochastic Chemical Kinetics

Theory and (Mostly) Systems Biological Applications
Buch | Hardcover
162 Seiten
2014
Springer-Verlag New York Inc.
978-1-4939-0386-3 (ISBN)

Lese- und Medienproben

Stochastic Chemical Kinetics - Péter Érdi, Gábor Lente
53,49 inkl. MwSt
This volume reviews the theory and simulation methods of stochastic kinetics by integrating historical and recent perspectives, presents applications, mostly in the context of systems biology and also in combustion theory. In recent years, due to the development in experimental techniques, such as optical imaging, single cell analysis, and fluorescence spectroscopy, biochemical kinetic data inside single living cells have increasingly been available. The emergence of systems biology brought renaissance in the application of stochastic kinetic methods.

Stochastic kinetics: why and how?.- Chemical kinetics: a prototype of nonlinear science.- Applicability of the deterministic model.- Fluctuation phenomena.- Stochastic chemical kinetics.- Continuous time discrete state stochastic models.- Model frameworks.- Stochastic processes.- The standard stochastic model of homogeneous reaction kinetics.- Solutions of the master equation.- Stationary and transient distributions.- Simulation methods.- Deterministic continuation.- Continuous state approximations.- Non-Markovian approaches.- Applications.- Introductory remarks.- Fluctuations near instabilities.- Compartmental systems.- Autocatalysis.- Enzyme kinetics.- Signal processing.- Gene expression.- Chiral symmetry.- Parameter estimation in stochastic kinetic models.- Stochastic resonance in chemical systems.- Computation with small stochastic kinetic systems.- The Book in Retrospect and Prospect.- Index.

Reihe/Serie Springer Series in Synergetics
Zusatzinfo 2 Illustrations, color; 20 Illustrations, black and white; XIV, 162 p. 22 illus., 2 illus. in color.
Verlagsort New York
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Naturwissenschaften Biologie
Naturwissenschaften Chemie Physikalische Chemie
Naturwissenschaften Physik / Astronomie
ISBN-10 1-4939-0386-1 / 1493903861
ISBN-13 978-1-4939-0386-3 / 9781493903863
Zustand Neuware
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