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Geometric Numerical Discretizations of Gauge Field Theories and Interconnected Systems

规范场论和互连系统的几何数值离散

基本信息

批准号：
1411792
负责人：
Melvin Leok
金额：
$ 14.08万
依托单位：
University of California-San Diego
依托单位国家：
美国
项目类别：
Standard Grant
财政年份：
2014
资助国家：
美国
起止时间：
2014-07-15 至 2020-06-30
项目状态：
已结题

来源：
https://www.nsf.gov/awardsearch/showAward?AWD_ID=1411792&HistoricalAwards=false
关键词：
Geometric Numerical Discretizations Gauge Field

项目摘要

Practical engineered systems, such as electro-mechanical systems in human prosthetics, typically involve components described by coupled, distinct physical theories. This research project develops methods to easily model complicated systems by connecting simpler models together, which allows sophisticated mathematical and modeling tools to be more readily accessible to the engineering community. This will reduce the barrier to constructing high-fidelity mathematical models that can be used for rapid prototyping in the rational design process, leading to better, cheaper, and faster translation of conceptual designs into commercially realizable products. In addition to modeling, the research also involves designing controllers for interconnected systems. This is relevant to the control of distributed networks of autonomous aerial and underwater vehicles, which have applications to search and rescue, ocean exploration, and distributed sensor networks for both disaster monitoring and homeland security. To further facilitate the dissemination of this research to the engineering community, the investigator and his collaborators will develop a two-volume graduate textbook that will be accessible to a broad technical audience.Dirac and multi-Dirac mechanics and geometry provide a unified mathematical framework for describing Lagrangian and Hamiltonian mechanics and field theories, as well as degenerate, interconnected, and nonholonomic systems. Variational integrators yield geometric structure-preserving numerical methods that automatically preserve the symplectic form and momentum maps, and exhibit excellent long-time energy stability. This project studies far reaching generalizations of the variational integrator approach for discretizing covariant gauge theories, such as electromagnetism and general relativity, and interconnected systems, such as electrical circuits and multibody systems. This involves: (i) a systematic framework for constructing and analyzing multi-Dirac variational integrators for Lagrangian partial differential equations; (ii) the connection between discrete covariant and instantaneous formulations of covariant gauge theories, and group-equivariant finite-element spaces using spacetime finite-element exterior calculus and Lorentzian metric-valued geodesic finite-elements; (iii) discrete interconnection theory for Dirac mechanical systems and their associated control theory.

实际的工程系统，如人体假肢中的机电系统，通常涉及由耦合的、不同的物理理论描述的组件。该研究项目开发了通过将简单模型连接在一起来轻松建模复杂系统的方法，这使得工程界更容易获得复杂的数学和建模工具。这将减少构建高保真数学模型的障碍，这些模型可用于合理设计过程中的快速原型制作，从而更好，更便宜，更快地将概念设计转化为商业可实现的产品。除了建模，研究还涉及设计互联系统的控制器。这与自主飞行器和水下航行器的分布式网络的控制有关，这些自主飞行器和水下航行器应用于搜索和救援、海洋勘探以及用于灾害监测和国土安全的分布式传感器网络。为了进一步促进这项研究的传播到工程界，研究员和他的合作者将开发一个两卷本的研究生教科书，将访问到广泛的技术观众。狄拉克和多狄拉克力学和几何提供了一个统一的数学框架，用于描述拉格朗日和哈密顿力学和场论，以及退化，互连和非完整系统。变分积分器产生几何结构保持数值方法，自动保持辛形式和动量映射，并表现出良好的长期能量稳定性。本计画研究广义变分积分法，以离散化协变规范理论，如电磁学与广义相对论，以及互联系统，如电路与多体系统。这包括：（i）建立和分析拉格朗日偏微分方程的多Dirac变分积分的系统框架;（ii）协变规范理论的离散协变和瞬时公式之间的联系，以及利用时空有限元外演算和洛伦兹度量值测地有限元的群等变有限元空间;（iii）狄拉克力学系统的离散互联理论及其相关的控制理论。