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arXiv 1612.08077math.NAcs.NA
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基于最优传输的平面和球面上有限元网格自适应方法

Optimal-transport-based mesh adaptivity on the plane and sphere using finite elements

University of Bath(巴斯大学);Imperial College London(帝国理工学院)

Andrew T. T. McRae, Colin J. Cotter, Chris J. Budd

AI总结:

本文提出利用最优传输理论生成适应于标量监控函数的网格,通过等分布方法和最优传输条件建立Monge-Ampère方程,并采用混合有限元方案求解,同时扩展到球面并进行数值验证。

摘要:

在移动网格方法中,底层网格动态适应但不改变网格连接性。本文考虑通过等分布生成适应于标量监控函数的网格,结合最优传输条件得到Monge-Ampère方程。采用现有有限元方案求解该问题,引入额外离散变量表示二阶导数的Hessian矩阵。由于监控函数隐含依赖于生成的网格,问题比基本Monge-Ampère方程具有更多非线性。还推导了生成球面网格的等效Monge-Ampère型方程。有限元方案扩展到球面,并提供数值示例。所有数值实验均使用开源有限元框架Firedrake完成。

英文摘要:

In moving mesh methods, the underlying mesh is dynamically adapted without changing the connectivity of the mesh. We specifically consider the generation of meshes which are adapted to a scalar monitor function through equidistribution. Together with an optimal transport condition, this leads to a Monge-Ampère equation for a scalar mesh potential. We adapt an existing finite element scheme for the standard Monge-Ampère equation to this mesh generation problem; this is a mixed finite element scheme, in which an extra discrete variable is introduced to represent the Hessian matrix of second derivatives. The problem we consider has additional nonlinearities over the basic Monge-Ampère equation due to the implicit dependence of the monitor function on the resulting mesh. We also derive the equivalent Monge-Ampère-like equation for generating meshes on the sphere. The finite element scheme is extended to the sphere, and we provide numerical examples. All numerical experiments are performed using the open-source finite element framework Firedrake.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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