Boundary Homogenization for Partially Reactive Patches

Claire E. Plunkett, Sean D. Lawley
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Abstract

Multiscale Modeling &Simulation, Volume 22, Issue 2, Page 784-810, June 2024.
Abstract. A wide variety of physical, chemical, and biological processes involve diffusive particles interacting with surfaces containing reactive patches. The theory of boundary homogenization seeks to encapsulate the effective reactivity of such a patchy surface by a single trapping rate parameter. In this paper, we derive the trapping rate for partially reactive patches occupying a small fraction of a surface. We use matched asymptotic analysis, double perturbation expansions, and homogenization theory to derive formulas for the trapping rate in terms of the far-field behavior of solutions to certain partial differential equations (PDEs). We then develop kinetic Monte Carlo (KMC) algorithms to rapidly compute these far-field behaviors. These KMC algorithms depend on probabilistic representations of PDE solutions, including using the theory of Brownian local time. We confirm our results by comparing to KMC simulations of the full stochastic system. We further compare our results to prior heuristic approximations.
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部分反应斑块的边界均质化
多尺度建模与仿真》,第 22 卷第 2 期,第 784-810 页,2024 年 6 月。 摘要各种物理、化学和生物过程都涉及扩散粒子与含有反应斑块的表面相互作用。边界均质化理论试图用一个单一的捕获率参数来囊括这种斑块表面的有效反应性。在本文中,我们推导了占据表面一小部分的部分反应斑块的捕获率。我们使用匹配渐近分析、双扰动展开和均质化理论,根据某些偏微分方程 (PDE) 解的远场行为推导出捕获率公式。然后,我们开发了动力学蒙特卡罗(KMC)算法,以快速计算这些远场行为。这些 KMC 算法依赖于 PDE 解的概率表示,包括使用布朗局部时间理论。我们通过与完整随机系统的 KMC 仿真进行比较,确认了我们的结果。我们还将我们的结果与之前的启发式近似进行了比较。
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