Estimation of boundary properties using stochastic differential equations

Ashraf Atalla, A. Jeremic
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引用次数: 1

Abstract

Recently, Modeling and detection of different boundary properties are becoming and essential tools in many applications such as drug delivery and modeling of capillary walls. In this paper, we propose computationally efficient framework for estimating the boundary properties using stochastic differential equations. The main advantage of this technique lies in the fact that it accounts for random effects such as Brownian motion which are not accounted for in commonly used classical techniques based on Fick's law of diffusion. We model the dispersion of particles in the presence of absorbing/reflecting boundaries using Fokker-Planck equation. We then derive the inverse model for the estimation of the absorbing region. We demonstrate the applicability of our results using numerical examples.
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用随机微分方程估计边界性质
近年来,不同边界性质的建模和检测正在成为药物输送和毛细管壁建模等许多应用中必不可少的工具。在本文中,我们提出了一个计算效率高的框架来估计用随机微分方程的边界性质。这种技术的主要优点在于,它考虑了布朗运动等随机效应,而这在基于菲克扩散定律的常用经典技术中是没有考虑到的。我们用Fokker-Planck方程模拟了存在吸收/反射边界时粒子的色散。然后,我们推导了吸收区估计的逆模型。用数值算例说明了所得结果的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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