Berti Claudio, Gillespie Dirk, Bardhan Jaydeep P, Eisenberg Robert S, Fiegna Claudio
ARCES, University of Bologna and IUNET, Via Venezia 260, I-47521 Cesena, Italy.
Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Jul;86(1 Pt 1):011912. doi: 10.1103/PhysRevE.86.011912. Epub 2012 Jul 12.
Particle-based simulation represents a powerful approach to modeling physical systems in electronics, molecular biology, and chemical physics. Accounting for the interactions occurring among charged particles requires an accurate and efficient solution of Poisson's equation. For a system of discrete charges with inhomogeneous dielectrics, i.e., a system with discontinuities in the permittivity, the boundary element method (BEM) is frequently adopted. It provides the solution of Poisson's equation, accounting for polarization effects due to the discontinuity in the permittivity by computing the induced charges at the dielectric boundaries. In this framework, the total electrostatic potential is then found by superimposing the elemental contributions from both source and induced charges. In this paper, we present a comparison between two BEMs to solve a boundary-integral formulation of Poisson's equation, with emphasis on the BEMs' suitability for particle-based simulations in terms of solution accuracy and computation speed. The two approaches are the collocation and qualocation methods. Collocation is implemented following the induced-charge computation method of D. Boda et al. [J. Chem. Phys. 125, 034901 (2006)]. The qualocation method is described by J. Tausch et al. [IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 20, 1398 (2001)]. These approaches are studied using both flat and curved surface elements to discretize the dielectric boundary, using two challenging test cases: a dielectric sphere embedded in a different dielectric medium and a toy model of an ion channel. Earlier comparisons of the two BEM approaches did not address curved surface elements or semiatomistic models of ion channels. Our results support the earlier findings that for flat-element calculations, qualocation is always significantly more accurate than collocation. On the other hand, when the dielectric boundary is discretized with curved surface elements, the two methods are essentially equivalent; i.e., they have comparable accuracies for the same number of elements. We find that ions in water--charges embedded in a high-dielectric medium--are harder to compute accurately than charges in a low-dielectric medium.
基于粒子的模拟是一种用于对电子学、分子生物学和化学物理中的物理系统进行建模的强大方法。要考虑带电粒子之间发生的相互作用,就需要精确且高效地求解泊松方程。对于具有非均匀电介质的离散电荷系统,即介电常数存在间断的系统,通常采用边界元法(BEM)。它通过计算电介质边界处的感应电荷来求解泊松方程,从而考虑到由于介电常数间断而产生的极化效应。在此框架下,通过叠加源电荷和感应电荷的基本贡献来求出总静电势。在本文中,我们对两种用于求解泊松方程边界积分形式的边界元法进行了比较,重点在于这两种边界元法在求解精度和计算速度方面对基于粒子模拟的适用性。这两种方法是配置法和拟配置法。配置法是按照D. Boda等人[《化学物理杂志》125, 034901 (2006)]的感应电荷计算方法来实现的。拟配置法由J. Tausch等人[《IEEE集成电路与系统计算机辅助设计汇刊》20, 1398 (2001)]进行了描述。我们使用平面和曲面单元来离散电介质边界,通过两个具有挑战性的测试案例对这些方法进行了研究:一个嵌入在不同电介质介质中的电介质球体和一个离子通道的玩具模型。之前对这两种边界元法的比较并未涉及曲面单元或离子通道的半原子模型。我们的结果支持了早期的发现,即对于平面单元计算,拟配置法总是比配置法精确得多。另一方面,如果用电介质边界用曲面单元进行离散,这两种方法基本等效;也就是说,对于相同数量的单元,它们具有相当的精度。我们发现,水中的离子——嵌入高介电介质中的电荷——比低介电介质中的电荷更难精确计算。