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Stochastic modelling and simulations for solute transport in porous media

机译:多孔介质中溶质运移的随机建模和模拟

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摘要

A stochastic model for solute transport in aquifers is studied based on the concepts of stochastic velocity and stochastic diffusivity. By applying finite difference techniques to the spatial variables of the stochastic governing equation, a system of stiff stochastic ordinary differential equations is obtained. Both the semi-implicit Euler method and the balanced implicit method are used for solving this stochastic system. Based on the Karhunen-Loeve expansion, stochastic processes in time and space are calculated by means of a spatial correlation matrix. Four types of spatial correlation matrices are presented based on the hydraulic properties of physical parameters. Simulations with two types of correlation matrices are presented.
机译:基于随机速度和随机扩散率的概念,研究了含水层中溶质运移的随机模型。通过将有限差分技术应用于随机控制方程的空间变量,获得了一个刚性随机常微分方程组。半隐式欧拉方法和平衡隐式方法均用于求解该随机系统。基于Karhunen-Loeve展开式,利用空间相关矩阵来计算时间和空间上的随机过程。基于物理参数的水力特性,提出了四种类型的空间相关矩阵。提出了两种相关矩阵的仿真。

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