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arXiv 1606.09339physics.flu-dyn
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多孔介质中不混溶两相流的Monte Carlo算法

A Monte Carlo Algorithm for Immiscible Two-Phase Flow in Porous Media

Isha Savani, Santanu Sinha, Alex Hansen, Dick Bedeaux, Signe Kjelstrup, Morten Vassvik

摘要:

我们提出了一个马尔可夫链蒙特卡罗算法的基础上的大都市算法模拟的宏观稳态条件下,使用动态孔隙网络模型,跟踪流体界面的运动的多孔介质中的两个不混溶流体的流动。蒙特卡罗算法基于配置概率,其中配置由所有流体界面的位置定义。我们表明,配置概率是成正比的流量的倒数。使用二维网络,使用时间积分推进界面,计算时间按线性系统大小的四次方缩放,而蒙特卡罗计算时间按线性大小的二次方缩放。我们讨论的优点和缺点的算法。

英文摘要:

We present a Markov Chain Monte Carlo algorithm based on the Metropolis algorithm for simulation of the flow of two immiscible fluids in a porous medium under macroscopic steady-state conditions using a dynamical pore network model that tracks the motion of the fluid interfaces. The Monte Carlo algorithm is based on the configuration probability, where a configuration is defined by the positions of all fluid interfaces. We show that the configuration probability is proportional to the inverse of the flow rate. Using a two-dimensional network, advancing the interfaces using time integration the computational time scales as the linear system size to the fourth power, whereas the Monte Carlo computational time scales as the linear size to the second power. We discuss the strengths and the weaknesses of the algorithm.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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