Lu Benzhuo, Holst Michael J, McCammon J Andrew, Zhou Y C
State Key Laboratory of Scientific and Engineering Computing, Institute of Computational Mathematics and Scientific/Engineering Computing, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China.
J Comput Phys. 2010 Sep 20;229(19):6979-6994. doi: 10.1016/j.jcp.2010.05.035.
In this paper we developed accurate finite element methods for solving 3-D Poisson-Nernst-Planck (PNP) equations with singular permanent charges for electrodiffusion in solvated biomolecular systems. The electrostatic Poisson equation was defined in the biomolecules and in the solvent, while the Nernst-Planck equation was defined only in the solvent. We applied a stable regularization scheme to remove the singular component of the electrostatic potential induced by the permanent charges inside biomolecules, and formulated regular, well-posed PNP equations. An inexact-Newton method was used to solve the coupled nonlinear elliptic equations for the steady problems; while an Adams-Bashforth-Crank-Nicolson method was devised for time integration for the unsteady electrodiffusion. We numerically investigated the conditioning of the stiffness matrices for the finite element approximations of the two formulations of the Nernst-Planck equation, and theoretically proved that the transformed formulation is always associated with an ill-conditioned stiffness matrix. We also studied the electroneutrality of the solution and its relation with the boundary conditions on the molecular surface, and concluded that a large net charge concentration is always present near the molecular surface due to the presence of multiple species of charged particles in the solution. The numerical methods are shown to be accurate and stable by various test problems, and are applicable to real large-scale biophysical electrodiffusion problems.
在本文中,我们开发了精确的有限元方法,用于求解三维泊松-能斯特-普朗克(PNP)方程,该方程用于描述溶剂化生物分子系统中的电扩散过程,其中包含奇异的永久电荷。静电泊松方程在生物分子和溶剂中定义,而能斯特-普朗克方程仅在溶剂中定义。我们应用了一种稳定的正则化方案来消除生物分子内部永久电荷引起的静电势的奇异分量,并构建了正则的、适定的PNP方程。对于稳态问题,我们使用了一种不精确牛顿法来求解耦合的非线性椭圆方程;而对于非稳态电扩散问题,我们设计了一种亚当斯-巴什福思-克兰克-尼科尔森方法进行时间积分。我们对能斯特-普朗克方程两种形式的有限元近似刚度矩阵的条件数进行了数值研究,并从理论上证明了变换后的形式总是与一个病态刚度矩阵相关联。我们还研究了解的电中性及其与分子表面边界条件的关系,并得出结论,由于溶液中存在多种带电粒子,分子表面附近总是存在较大的净电荷浓度。通过各种测试问题表明,这些数值方法是准确且稳定的,适用于实际的大规模生物物理电扩散问题。