By bringing together various ideas and methods for extracting
the slow manifolds, the authors show that it is possible to
establish a more macroscopic description in nonequilibrium systems.
The book treats slowness as stability. A unifying geometrical
viewpoint of the thermodynamics of slow and fast motion enables the
development of reduction techniques, both analytical and numerical.
Examples considered in the book range from the Boltzmann kinetic
equation and hydrodynamics to the Fokker-Planck equations of
polymer dynamics and models of chemical kinetics describing
oxidation reactions. Special chapters are devoted to model
reduction in classical statistical dynamics, natural selection, and
exact solutions for slow hydrodynamic manifolds. The book will be a
major reference source for both theoretical and applied model
reduction. Intended primarily as a postgraduate-level text in
nonequilibrium kinetics and model reduction, it will also be
valuable to PhD students and researchers in applied mathematics,
physics and various fields of engineering.
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