Symmetric Tensors in Discrete Exterior Calculus and Linearized Elasticity in the Plane

离散外微积分中的对称张量和平面线性弹性

• 批准号: 2208581
• 负责人: Anil Hirani
• 金额: $ 23.91万
• 依托单位: University of Illinois at Urbana-Champaign
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-08-15 至 2025-03-31
• 项目状态: 未结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2208581&HistoricalAwards=false
• 关键词: Symmetric; Tensors; Discrete; Exterior; Calculus

Many problems in science and engineering require calculus for their solution and for most of these one must rely on a computer. For this purpose, for decades the techniques of calculus have been approximated to make them suitable for use in computer algorithms. The more advanced techniques and mathematical structures of calculus are part of a field of mathematics called exterior calculus. This advanced form of calculus allows the techniques of calculus to be easily applied in situations where the space is curved, such as the surface of earth. Exterior calculus framework also allows the use of calculus in more dimensions than the familiar three dimensional world. Examples of this appear in physics, in engineering, and in many problems in data science. Discrete exterior calculus (DEC) is a computational framework for exterior calculus suitable for computer programs. The principle investigator (PI) will enrich the DEC framework by creating mathematical objects that are critical for many applications but are missing from DEC. Specifically, the PI will develop the mathematical techniques and algorithms needed to create approximations of objects called symmetric tensors, and calculus operations related to these objects. In order to test the validity of these constructions, the approximations will be developed in conjunction with solving equations for modeling elastic solids. While exterior calculus often requires graduate training in mathematics, one benefit of DEC is the simplicity of the final product. The resulting objects and operations can be explained in an elementary manner and this will be leveraged to introduce these topics in an undergraduate computer programing course.The PI proposes to create discrete symmetric tensors such as the stress tensor and differential operators such as the curl curl, hessianand symmetric gradient in the DEC framework. The PI will carry out this discretization of symmetric tensors and related differential operators by using the Bernstein-Gelfand-Gelfand (BGG) construction, a tool from geometry. New DEC spaces and operators needed to carry out this construction will be developed as part of the project. The BGG construction can be used to combine differential complexes and in the process create symmetric tensors and higher order differential operators. The PI will use biharmonic equation and linearized elasticity in the plane as model problems to gauge the success of the BGG construction for DEC.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

科学和工程中的许多问题都需要微积分来解决，其中大多数问题都必须依靠计算机。为了这个目的，几十年来，微积分的技术已经被近似，使它们适合用于计算机算法。微积分的更先进的技术和数学结构是数学领域的一部分，称为外部微积分。这种先进的微积分形式使得微积分技术可以很容易地应用于空间弯曲的情况，例如地球表面。外部微积分框架还允许在比熟悉的三维世界更多的维度上使用微积分。这方面的例子出现在物理学、工程学和数据科学的许多问题中。离散外部演算（DEC）是一种适合于计算机程序的外部演算计算框架。主要研究者（PI）将通过创建数学对象来丰富DEC框架，这些对象对许多应用程序至关重要，但DEC中缺少。具体而言，PI将开发创建称为对称张量的对象的近似所需的数学技术和算法，以及与这些对象相关的微积分运算。为了测试这些结构的有效性，将结合求解弹性固体建模方程来开发近似。虽然外部微积分通常需要数学方面的研究生培训，但DEC的一个好处是最终产品的简单性。由此产生的对象和操作可以解释在一个基本的方式，这将被利用来介绍这些主题在本科计算机编程course.The PI提出创建离散对称张量，如应力张量和微分算子，如卷曲卷曲，hessianandsymmetric梯度在DEC框架。PI将使用Bernstein-Gelfand-Gelfand（BGG）构造（一种几何工具）对对称张量和相关微分算子进行离散化。新的DEC空间和运营商需要进行这一建设将开发作为该项目的一部分。BGG构造可用于联合收割机微分复形，并在此过程中创建对称张量和高阶微分算子。PI将使用双调和方程和平面线性弹性作为模型问题，以衡量DEC BGG建设的成功。该奖项反映了NSF的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。