Collaborative Research: Adaptive Methods and Finite Element Exterior Calculus for Nonlinear Geometric PDE
Collaborative Research: Adaptive Methods and Finite Element Exterior Calculus for Nonlinear Geometric PDE
批准号:
1216868
负责人:
Ryan Szypowski
金额:
$3.71万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2012
资助国家:
美国
项目状态:
已结题
起止时间:
2012-09-01 至 2015-08-31
中文摘要
该项目的主要技术目标是发展一般逼近理论和可靠的、收敛的自适应方法,用于黎曼2-和3-流形上一类一般的非线性几何椭圆型和发展偏微分方程组的内在离散化。调查人员将利用他们为有限元外微积分(FEEC)开发的变分犯罪框架,将FEEC扩展到非线性椭圆问题、超曲面问题以及非线性抛物线和双曲型问题。该框架将有助于用于FEEC的AFEM算法的设计、开发和收敛分析。这种方法将允许在后验分析中更自然和更一般地处理由于变分犯罪引起的几何误差,遵循他们最近的先验分析方法。在获得可靠的后验分析理论框架、产生后验误差估计和局部指标后,他们将在扩展的FEEC框架内开发和分析自适应有限元方法(AFEM)。收敛分析方法将基于他们最近发表的关于线性椭圆问题混合公式的AFEM收敛分析的工作。总体目标是在FEEC中发展一个完整的AFEM收敛理论,补充最近发展的Poisson型问题和半线性推广的非混合公式的压缩框架。将使用开源的FETK工具包生成原型和生产实现,生成的软件将用于与物理学家和工程师的持续合作。研究人员将研究和开发近似求解数学物理和几何分析交叉产生的定常和发展偏微分方程组(PDE)的方法。这样的方程组,称为几何偏微分方程组,出现在广泛的物理和数学问题中;例如麦克斯韦方程(或更广泛地说,杨-米尔斯方程),爱因斯坦的场方程,以及其他哈密顿系统。这类系统的柯西(或初值)公式产生了一个包含非动力学方程的约束发展系统。这些非动力学几何偏微分方程组本身就很有趣;例如雅马贝问题,爱因斯坦方程中的哈密顿量和动量约束,以及Monge-Ampere方程等。如果我们的目标实现,这个项目的结果将对几何分析等数学领域以及天体物理学和广义相对论产生广泛影响。本文提出的方法将有助于复杂三维约束非线性动力学数值模拟方法的发展。我们开发的模拟技术将为探索天体物理学和相对论的模型以及几何分析等纯数学领域的模型提供强大的工具。参与该项目的研究生将由两名调查员共同培训;这将涉及两个伙伴机构的小组成员之间的定期互动。国际和平研究所以前曾在过去的项目上就这种共享的培训结构进行合作,并取得了巨大的成功;这两个研究小组之间的共享培训和知识和技能的转移将是两个研究小组的宝贵研究资源。
英文摘要
The primary technical aim of this project is to develop general approximation theory and reliable, convergent adaptive methods for the intrinsic discretization of a general class of nonlinear geometric elliptic and evolution PDE on Riemannian 2- and 3-manifolds. The investigators will exploit the variational crimes framework they have developed for the finite element exterior calculus (FEEC), extending the FEEC to nonlinear elliptic problems, to problems on hypersurfaces, and to nonlinear parabolic and hyperbolic problems. This framework will aid in the design, development, and convergence analysis of AFEM algorithms for use with FEEC. This approach will allow for a more natural and general treatment of geometric error due to variational crimes in a posteriori analysis, following their recent approach for a priori analysis. After obtaining a solid theoretical framework for a posteriori analysis, yielding a posteriori error estimates and local indicators, they will develop and analyze adaptive finite element methods (AFEM) within the extended FEEC framework. The convergence analysis approach will be based on their recent published work on AFEM convergence analysis for mixed formulations of linear elliptic problems. The overall goal is to develop a complete AFEM convergence theory in FEEC, complementing the recently developed contraction frameworks for non-mixed formulations of Poisson-type problems and semilinear generalizations. Both prototype and production implementations will be produced, using the opensource FETK ToolKit, and the resulting software will be used in ongoing collaborations with physical scientists and engineers.The investigators will study and develop methods for the approximate solution of systems of stationary and evolution partial differential equations (PDE) arising at the intersection of mathematical physics and geometric analysis. Such systems of equations, known as Geometric PDE, appear in a wide range of physical and mathematical problems; examples include Maxwell's equations (or more generally the Yang-Mills equations), Einstein's field equations, and other Hamiltonian systems. The Cauchy (or initial-value) formulation for such systems yields a constrained evolution system containing non-dynamical equations. These non-dynamical geometric PDE are of great interest in their own right; examples include the Yamabe problem, the Hamiltonian and momentum constraints in the Einstein equations, and the Monge-Ampere equations, among others. If our goals are achieved, the results of this project will have a broad impact on areas of mathematics such as geometric analysis, as well as in astrophysics and general relativity. The methods developed here will contribute to the advancement of numerical methods for complex three-dimensional constrained nonlinear dynamical simulations. The simulation technology we produce will provide powerful tools for the exploration of models in astrophysics and relativity as well as in some areas of pure mathematics such as geometric analysis. Graduate students involved in the project will be co-trained by both investigators; this will involve regular interaction between the members of the teams at both partner institutions. The PI has previously collaborated on such a shared training structure with great success on past projects; this shared training and transfer of knowledge and skills between the two research groups will be an invaluable research resource to both groups.
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