Diffusion in Random Fields
Suciu, Nicolae.
Diffusion in Random Fields Applications to Transport in Groundwater / [electronic resource] : by Nicolae Suciu. - 1st ed. 2019. - XIV, 262 p. 111 illus., 96 illus. in color. online resource. - Geosystems Mathematics, 2510-1544 . - Geosystems Mathematics, .
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.
9783030150815
10.1007/978-3-030-15081-5 doi
Probabilities.
Numerical analysis.
Geophysics.
Probability Theory and Stochastic Processes.
Numerical Analysis.
Geophysics/Geodesy.
Geophysics and Environmental Physics.
QA273.A1-274.9 QA274-274.9
519.2
Diffusion in Random Fields Applications to Transport in Groundwater / [electronic resource] : by Nicolae Suciu. - 1st ed. 2019. - XIV, 262 p. 111 illus., 96 illus. in color. online resource. - Geosystems Mathematics, 2510-1544 . - Geosystems Mathematics, .
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.
9783030150815
10.1007/978-3-030-15081-5 doi
Probabilities.
Numerical analysis.
Geophysics.
Probability Theory and Stochastic Processes.
Numerical Analysis.
Geophysics/Geodesy.
Geophysics and Environmental Physics.
QA273.A1-274.9 QA274-274.9
519.2