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Chemistry | Stochastic Chemical Kinetics - Theory and (Mostly) Systems Biological Applications

Stochastic Chemical Kinetics

Theory and (Mostly) Systems Biological Applications

Érdi, Péter, Lente, Gábor

2014, XIV, 162 p. 22 illus., 2 illus. in color.

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  • Covers stochastic models and moves away from traditional deterministic frameworks
  • Reviews concept, models and applications in modern chemical kinetics
  • Presents applications in the context of systems biology and also in combustion theory
This volume reviews the theory and simulation methods of stochastic kinetics by integrating historical and recent perspectives, presents applications, mostly in the context of chemical signal processing, gene expression, enzyme kinetics and autocatalytic processes. In recent years, due to the development in experimental techniques such as optical imaging, single cell analysis, and one-molecule fluorescence spectroscopy, biochemical kinetic data inside single living cells have increasingly become available. The emergence of systems biology brought renaissance in the application of stochastic kinetic methods as is reflected in this book.

Content Level » Research

Keywords » Chemical Kinetics - Discrete-state Stochastic Models - Enzyme kinetics - Fluctuation Phenomena - Master Equations - Stochastic Simulation - System Biology

Related subjects » Chemistry - Complexity - Probability Theory and Stochastic Processes - Statistical Physics & Dynamical Systems

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