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Random Fields and Stochastic Lagrangian Models Karl K. Sabelfeld

Random Fields and Stochastic Lagrangian Models By Karl K. Sabelfeld

Random Fields and Stochastic Lagrangian Models by Karl K. Sabelfeld


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Summary

Probabilistic approach and stochastic simulation become more and more popular in all branches of science and technology, especially in problems where the data are randomly fluctuating, or they are highly irregular in deterministic sense.

Random Fields and Stochastic Lagrangian Models Summary

Random Fields and Stochastic Lagrangian Models: Analysis and Applications in Turbulence and Porous Media by Karl K. Sabelfeld

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.

About Karl K. Sabelfeld

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

Additional information

NPB9783110296648
9783110296648
3110296640
Random Fields and Stochastic Lagrangian Models: Analysis and Applications in Turbulence and Porous Media by Karl K. Sabelfeld
New
Hardback
De Gruyter
2012-11-28
414
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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