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Application of the eXtended finite element method in mathematical biology.

机译:扩展有限元方法在数学生物学中的应用。

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摘要

Across a broad spectrum of mathematical models, problems arise that have irregular domains or contain embedded interfaces. The complexity due to the introduction of these interfaces makes it more difficult to develop efficient and accurate numerical methods for their solutions.; This thesis discusses modifications to the eXtended Finite Element Method (X-FEM) and its application to problems involving embedded interfaces. The X-FEM is shown to be globally second order accurate and is convergent for both the solution and the gradient of the solution on the interface. In addition, the {lcub}X-FEM{rcub} is formulated for both steady and time dependent nonlinear partial differential equations.; Applications of the X-FEM are given for steady Stokes and Navier-Stokes flows over obstacles as well as a study of quorum sensing in bacterial biofilm for various biofilm configurations. A bacterial biofilm is a collection of bacteria attached to a surface by the means of an extracellular polymer. Through a process called quorum sensing, bacteria contained in a biofilm monitor their population density by using extracellular signaling molecules. Quorum sensing is modeled using a 2-D time-dependent nonlinear reaction-advection-diffusion equation in a domain containing an irregular embedded interface. In addition, the nonlinear source term is discontinuous in the unknown variable. The X-FEM handles this model accurately as well as computing the fluid flow over the biofilm surface that drives the advection of the signaling molecules.
机译:在广泛的数学模型中,出现了具有不规则域或包含嵌入式接口的问题。由于引入了这些接口而导致的复杂性使得为它们的解决方案开发高效而准确的数值方法变得更加困难。本文讨论了扩展有限元方法(X-FEM)的修改及其在涉及嵌入式接口的问题中的应用。 X-FEM显示为全局二阶精度,并且对于接口上的解决方案和解决方案梯度都是收敛的。此外,{lcub} X-FEM {rcub}用于表示稳态和时间相关的非线性偏微分方程。 X-FEM的应用适用于稳定的Stokes和Navier-Stokes越过障碍物流动,以及针对各种生物膜配置的细菌生物膜中的群体感应的研究。细菌生物膜是通过细胞外聚合物附着在表面的细菌的集合。通过称为群体感应的过程,生物膜中包含的细菌通过使用细胞外信号分子来监测其种群密度。在包含不规则嵌入式界面的域中,使用二维时间相关的非线性反应-对流-扩散方程对仲裁感应进行建模。此外,非线性源项在未知变量中是不连续的。 X-FEM可以准确地处理此模型,并计算驱动信号分子平流的生物膜表面的流体流量。

著录项

  • 作者

    Vaughan, Benjamin L., Jr.;

  • 作者单位

    Northwestern University.$bApplied Mathematics.;

  • 授予单位 Northwestern University.$bApplied Mathematics.;
  • 学科 Mathematics.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 137 p.
  • 总页数 137
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 数学;
  • 关键词

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