Péter Érdi,
Gábor Lente
Springer New York
2014e druk, 2014
9781493903863
Stochastic Chemical Kinetics
Theory and (Mostly) Systems Biological Applications
Specificaties
Gebonden, 162 blz.
|
Engels
Springer New York |
2014e druk, 2014
ISBN13: 9781493903863
Rubricering
Onderdeel van serie
Springer Series in Synergetics
Verwachte levertijd ongeveer 8 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9781493903863
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:162
Uitgever:Springer New York
Druk:2014
Inhoudsopgave
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.