Random Fields and Stochastic Lagrangian Models

Analysis and Applications in Turbulence and Porous Media

Karl K. Sabelfeld, Nikolai A. Simonov (Autoren)

Media-Kombination

XV, 399 Seiten | Ausstattung: eBook & Hardcover

2013
De Gruyter
9783110296822 (ISBN)

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The book presents advanced stochastic models and simulation methods for random flows and transport of particles by turbulent velocity fields and flows in porous media. Two main classes of models are constructed: (1) turbulent flows are modeled as synthetic random fields which have certain statistics and features mimicing those of turbulent fluid in the regime of interest, and (2) the models are constructed in the form of stochastic differential equations for stochastic Lagrangian trajectories of particles carried by turbulent flows. The book is written for mathematicians, physicists, and engineers studying processes associated with probabilistic interpretation, researchers in applied and computational mathematics, in environmental and engineering sciences dealing with turbulent transport and flows in porous media, as well as nucleation, coagulation, and chemical reaction analysis under fluctuation conditions. It can be of interest for students and post-graduates studying numerical methods for solving stochastic boundary value problems of mathematical physics and dispersion of particles by turbulent flows and flows in porous media.

Karl K. Sabelfeld, Institute of Computational Mathematics and Geophysics, Russian Acacemy of Sciences, Novosibirsk, Russia.

Zusatzinfo	Includes a print version and an ebook
Verlagsort	Berlin/Boston
Sprache	englisch
Maße	170 x 240 mm
Themenwelt	Mathematik / Informatik ► Mathematik
Schlagworte	Footprint Function • Lagrangian Stochastic Model • Porous Media • Random field • random flow • Simulation • stochastic flow • Stochastic Flow; Random Field; Lagrangian Stochastic Model; Footprint Function • Stochastic Flows; Random Fields; Lagrangian Stochastic Model; Footprint Function. • stochastic models • Turbulence
ISBN-13	9783110296822 / 9783110296822
Zustand	Neuware