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Analysis, Algorithms and Computation of Some Model Problems in Interface and Defect Dynamics

Analysis, Algorithms and Computation of Some Model Problems in Interface and Defect Dynamics
界面与缺陷动力学中若干模型问题的分析、算法与计算
批准号:
0712744
负责人:
Qiang Du
金额:
$21.38万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2007
资助国家:
美国
项目状态:
已结题
起止时间:
2007-09-01 至 2010-08-31

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中文摘要
翻译
这个项目涉及对物理和生物系统中普遍存在的界面和缺陷的研究,这些界面和缺陷对材料的性质和生物功能是必不可少的。在以前研究工作的基础上,PI将开发和应用分析和数值模拟工具来研究与各种材料界面和缺陷相关的确定性和随机效应,特别是以量子涡旋为特征的超导体和玻色-爱因斯坦凝聚体中的缺陷,以及以模型仿生细胞膜为特征的软界面。研究将在很大程度上遵循一般的Ginzburg-Landau(扩散界面,相位场)形式,并与其他多尺度和随机建模方法相联系。将进行系统的模型推导、分析和简化。设计和分析了自适应算法和统计检索算法。这些研究活动将提高复杂系统的仿真能力和大规模数值计算的预测能力。在专注于具体应用的同时,该项目的中心算法开发工作将与集成、自适应和智能科学计算的现代主题保持一致。该项目位于计算数学、物理、材料和生物科学的交界处。要通过数学分析和数值模拟来研究的物理和生物对象包括量子化的涡旋和生物膜,前者是众所周知的超流动性的特征,后者是自然界设计的软界面,是生命的基本组成部分。PI将开发关于复杂非线性模型的新分析理论,以及从大规模模拟中提取有用统计数据和探索隐藏结构的新工具。这些研究活动将为数学带来新的进步,并使人们更好地了解各种基本的物理和生物过程。反过来,它们可能有助于发现基于超导和超流动性的新技术,以及基于仿生膜的药物和药物输送工具的新设计,两者都具有重大的经济价值和国家优先事项。此外,该项目将为下一代劳动力和年轻研究人员提供宝贵的培训环境和跨学科研究经验,展示团队(在实验、分析、建模和模拟方面的培训)精神。
英文摘要
This project is concerned with the study of interfaces and defects which are ubiquitous in physical and biological systems and are essential to the materials properties and biological functions. Building on the previous research work, the PI will develop and apply analytical and numerical simulation tools to study both deterministic and stochastic effects associated with various material interfaces and defects with particular emphasis on defects in superconductors and Bose-Einstein condensates as characterized by quantized vortices, and soft interfaces as characterized by model biomimetic cell membranes. The investigation will be largely following the general Ginzburg-Landau (diffuse interface, phase field) formalism with connections to other multiscale and stochastic modeling approaches. Systematic model derivations, analysis and simplifications will be conducted. Adaptive algorithms and statistics retrieval algorithms will be designed and analyzed. These research activities will enhance the simulation capability of complex systems and the predictive power of large scale numerical computation. While focusing on specific applications, the central algorithmic development work in this project will be in tune with the modern theme of integrated, adaptive and intelligent scientific computation. This project lies at the interface of computational mathematics, physics, materials and biological sciences. The physical and biological objects to be studied through mathematical analysis and numerical simulations include quantized vortices which are well-known signatures of superfluidity, and biological membranes which are soft interfaces designed by nature as the fundamental building blocks of life. The PI will develop new analytical theory on the complex nonlinear models and new tools for extracting useful statistics and exploring hidden structures from massive simulations. The research activities will bring new advances to mathematics and provide better understanding of various basic physical and biological processes. They in turn may aid the efforts in discovering new technology based on the superconductivity and superfluidity, and new design of drug and drug delivery vehicles based on biomimetic membranes, both are of significant economic value and national priority. In addition, this project will provide valuable training environment and interdisciplinary research experience to the future generation of workforce and young researchers that showcases the TEAMS (Training in Experiments, Analysis, Modeling and Simulations) spirit.
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Algorithmic and analytical development for solving and learning nonlocal models
  • 批准号:
    2309245
  • 项目类别:
    Standard Grant
  • 资助金额:
    $39.48万
  • 财政年份:
    2023
  • 负责人:
    Qiang Du
  • 依托单位:
Mathematical and Numerical Analysis of Asymptotically Compatible Discretization of Nonlocal Models
  • 批准号:
    2012562
  • 项目类别:
    Continuing Grant
  • 资助金额:
    $30.0万
  • 财政年份:
    2020
  • 负责人:
    Qiang Du
  • 依托单位:
Numerical Analysis of Smoothed Particle Hydrodynamics Type Methods via Nonlocal Models
  • 批准号:
    1719699
  • 项目类别:
    Standard Grant
  • 资助金额:
    $20.0万
  • 财政年份:
    2017
  • 负责人:
    Qiang Du
  • 依托单位:
Algorithms and Computation for Rare Events in Complex Systems
  • 批准号:
    1558744
  • 项目类别:
    Standard Grant
  • 资助金额:
    $14.72万
  • 财政年份:
    2015
  • 负责人:
    Qiang Du
  • 依托单位:
海外基金