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A meshless, high-order integral equation method for smooth surfaces, with application to biomolecular electrostatics

机译:用于光滑表面的无网格高阶积分方程方法,适用于生物分子静电

摘要

In this thesis, we develop methods for efficient simulation of biomolecular electrostatics based on Poisson-Boltzmann equation. Current techniques using finite-difference solution of differential formulation have many drawbacks. We present an integral formulation that resolves these difficulties and enables an efficient implementation using a recently developed fast solver. The new approach can solve practical engineering problems with good accuracy, but only with an aid of a high quality mesh generator, and sometimes require a large number of panels to discretize a surface. To this end, a novel approach to discretize singular integral equations is proposed. Unlike the traditional boundary element method using panel discretization, the new method is meshless and capable of achieving spectral convergence: numerical errors decrease exponentially fast with increasing size of basis set. We will describe a number of techniques in our approach, including the use of global, high order basis, quadrature-based panel integration, and innovative surface representation. The biomolecular problem is particularly suited for this method because molecular surfaces are typically smooth and can be represented globally using spherical harmonics.
机译:在本文中,我们开发了基于Poisson-Boltzmann方程的有效模拟生物分子静电的方法。使用微分制剂的有限差分解决方案的当前技术具有许多缺点。我们提出了一个整体方案,可以解决这些难题,并可以使用最近开发的快速求解器进行有效实施。这种新方法可以高精度地解决实际工程问题,但只能借助高质量的网格生成器,有时还需要大量面板来离散化表面。为此,提出了一种新颖的离散奇异积分方程的方法。与使用面板离散化的传统边界元方法不同,该新方法无网格且能够实现光谱收敛:数值误差随基集大小的增加而呈指数下降。我们将在我们的方法中描述许多技术,包括使用全局,高阶基础,基于正交的面板集成以及创新的表面表示。生物分子问题特别适合于此方法,因为分子表面通常很光滑,并且可以使用球谐函数整体表示。

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