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Interface method and Green's function based Poisson Boltzmann equation solver and interface technique based molecular dynamics.

机译:基于接口方法和格林函数的泊松玻尔兹曼方程求解器以及基于接口技术的分子动力学。

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摘要

This dissertation describes the development of a higher order interface and Green's function based method for solving the Poisson Boltzmann (PB) equation with both geometric singularities and charge singularities. Meanwhile, in the framework of the implicit solvent model, an interface technique based molecular dynamics method is developed for biomolecules. Some material presented in this thesis is adopted from related reprints and preprints.;The author starts in Chapter 1 from a bird's eye view of the current interface methods, focusing on matched interface and boundary (MIB) method developed in Prof. Wei's group in the past five years.;Chapter 2 reviews the history, status, challenge and application of the PB model. The numerical difficulties of PB equation solvers in handling discontinuous coefficients and solutions, geometric and charge singularities are described there. Meanwhile, as the basis of later chapters, the formulation of PB problem is provided.;Chapter 3 describes the development of the third generation of MIB based PB equation solvers, the MIBPB-III, whose development is based on a Green's function formalism and is a natural continuation of the MIBPB-I and MIBPB-II, the previous two generation of MIBPB with the enforcement of interface flux continuity conditions to the PB equation and the treatment of geometric singularities respectively. In the present Green's function formalism, the MIBPB-III, the charge singularities are transformed into interface flux jump conditions, which are treated on an equal footing as geometric singularities in our MIB framework. The MIBPB-III is able to provide highly accurate electrostatic potentials at a mesh as coarse as 1.2A for proteins.;Chapter 4 describes the application of the MIB method to the development of the first PB based molecular dynamics (MD) method that directly admits sharp molecular surfaces. The classical formulation of electrostatic forces is modified to allow the use of sharp molecular surfaces. Accurate reaction field forces are obtained by directly differentiating the electrostatic potential. Dielectric boundary forces are evaluated at the solvent-solute interface using an accurate Cartesian-grid surface integration method. The electrostatic forces located at reentrant surfaces are appropriately assigned to relevant atoms. Extensive numerical tests are carried out to validate the accuracy and stability of the present electrostatic force calculation. The resulting electrostatic forces are compared with those in the literature. The present MIB and PB based molecular dynamics simulations of biomolecules are demonstrated in conjugation with the AMBER package. It has been shown that there is a pressing need to examine the convergence, stability and reliability of previous PB based MD methods.;Chapter 5 is the summary of author's thesis contributions and a brief description of important future topics in the PB methods. Emphasis is given to potential developments in mathematical modeling and computation of biomolecular systems.
机译:本文介绍了一种求解高阶界面和基于格林函数的方法来求解具有几何奇异性和电荷奇异性的泊松玻尔兹曼方程。同时,在隐式溶剂模型的框架内,针对生物分子开发了基于界面技术的分子动力学方法。本论文介绍的一些材料是从相关的预印本和预印本中摘录的。作者从第一章从当前接口方法的鸟瞰图开始,重点介绍了魏教授小组中开发的匹配接口和边界(MIB)方法。过去五年。;第二章回顾了PB模型的历史,现状,挑战和应用。那里描述了PB方程求解器在处理不连续系数和解,几何和电荷奇点时的数值困难。同时,作为后续章节的基础,提供了PB问题的表述。第三章介绍了第三代基于MIB的PB方程求解器MIBPB-III的开发,MIBPB-III的开发基于格林函数形式主义,并且MIBPB-I和MIBPB-II的自然延续,前两代MIBPB分别对PB方程实施了界面通量连续性条件,并对几何奇异性进行了处理。在当前的格林函数形式学中,MIBPB-III将电荷奇异性转换为界面通量跃变条件,在我们的MIB框架中将电荷奇异性视为几何奇异性。 MIBPB-III能够在粗到1.2A的蛋白质网格上提供高精度的静电势。;第4章介绍了MIB方法在第一个直接基于PB的分子动力学(MD)方法的开发中的应用尖锐的分子表面。修改了静电力的经典公式,以允许使用尖锐的分子表面。通过直接区分静电势可获得准确的反应场力。使用精确的笛卡尔网格表面积分方法在溶剂-溶质界面处评估介电边界力。将位于凹角表面的静电力适当分配给相关原子。进行了广泛的数值测试,以验证当前静电力计算的准确性和稳定性。将产生的静电力与文献中的静电力进行比较。本发明的基于MIB和PB的生物分子分子动力学模拟与AMBER封装结合使用。已经表明,迫切需要检查以前基于PB的MD方法的收敛性,稳定性和可靠性。第5章是作者论文的摘要以及对PB方法中重要的未来主题的简要描述。重点放在生物分子系统的数学建模和计算中的潜在发展。

著录项

  • 作者

    Geng, Weihua.;

  • 作者单位

    Michigan State University.;

  • 授予单位 Michigan State University.;
  • 学科 Mathematics.
  • 学位 Ph.D.
  • 年度 2008
  • 页码 131 p.
  • 总页数 131
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 数学;
  • 关键词

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