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＜電子ブック＞
Diffusion in Random Fields : Applications to Transport in Groundwater / by Nicolae Suciu
(Geosystems Mathematics. ISSN:25101552)

版	1st ed. 2019.
出版者	(Cham : Springer International Publishing : Imprint: Birkhäuser)
出版年	2019
本文言語	英語
大きさ	XIV, 262 p. 111 illus., 96 illus. in color : online resource
著者標目	*Suciu, Nicolae author SpringerLink (Online service)
件　名	LCSH:Probabilities LCSH:Numerical analysis LCSH:Geophysics LCSH:Environmental sciences LCSH:Physics FREE:Probability Theory FREE:Numerical Analysis FREE:Geophysics FREE:Environmental Physics
一般注記	Introduction -- Preliminaries -- Stochastic simulations of diffusion processes -- Diffusion in random velocity fields -- Monte Carlo GRW simulations of passive transport in groundwater -- Probability and filtered density function approaches -- Model, scale, and measurement This book presents, in an accessible and self-consistent way, the theory of diffusion in random velocity fields, together with robust numerical simulation approaches. The focus is on transport processes in natural porous media, with applications to contaminant transport in groundwater. Starting from basic information on stochastic processes, more challenging issues are subsequently addressed, such as the correlation structure of the diffusion process in random fields, the relation between memory effects and ergodic properties, derivation and parameterizations of evolution equations for probability densities, and the relation between measurements and spatio-temporal upscaling. Written for readers with a background in applied mathematics, engineering, physics or geophysics, the book offers an essential basis for further research in the stochastic modeling of groundwater systems HTTP:URL=https://doi.org/10.1007/978-3-030-15081-5

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