光学微尺度夹杂物的形状优化

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Manaswinee Bezbaruah, Matthias Maier, Winnifried Wollner
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引用次数: 0

摘要

SIAM 科学计算期刊》,第 46 卷第 4 期,第 B377-B402 页,2024 年 8 月。 摘要本文描述了一类光学超材料的形状优化问题,该超材料由周期性微尺度夹杂物组成,夹杂物由悬浮在非磁性体电介质中的介电低维材料构成。形状优化方法基于时谐麦克斯韦方程的均质化理论,该理论描述了电磁波在超材料中传播的有效材料参数。优化的控制参数是一个变形场,代表微尺度几何与单元问题参考配置的偏差。这样就可以将均质化的有效介电常数张量描述为变形场的函数。我们证明了基本的变形细胞问题具有良好的假设性和规则性。这反过来又证明了形状优化问题是摆好的。此外,我们还制定了一个数值方案,利用梯度下降或 BFGS 作为优化算法的邻接公式。以规定的有效介电常数张量为目标,对所开发的算法在一些原型形状优化问题上进行了数值测试。计算结果的可重复性。本文被授予 "SIAM 可再现性徽章":代码和数据可用",以表彰作者遵循了 SISC 和科学计算界重视的可重现性原则。读者可通过 https://zenodo.org/records/10459309 获取代码和数据,以重现本文中的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Shape Optimization of Optical Microscale Inclusions
SIAM Journal on Scientific Computing, Volume 46, Issue 4, Page B377-B402, August 2024.
Abstract. This paper describes a class of shape optimization problems for optical metamaterials comprised of periodic microscale inclusions composed of a dielectric, low-dimensional material suspended in a nonmagnetic bulk dielectric. The shape optimization approach is based on a homogenization theory for time-harmonic Maxwell’s equations that describes effective material parameters for the propagation of electromagnetic waves through the metamaterial. The control parameter of the optimization is a deformation field representing the deviation of the microscale geometry from a reference configuration of the cell problem. This allows for describing the homogenized effective permittivity tensor as a function of the deformation field. We show that the underlying deformed cell problem is well-posed and regular. This, in turn, proves that the shape optimization problem is well-posed. In addition, a numerical scheme is formulated that utilizes an adjoint formulation with either gradient descent or BFGS as optimization algorithms. The developed algorithm is tested numerically on a number of prototypical shape optimization problems with a prescribed effective permittivity tensor as the target. Reproducibility of computational results. This paper has been awarded the “SIAM Reproducibility Badge: Code and data available” as a recognition that the authors have followed reproducibility principles valued by SISC and the scientific computing community. Code and data that allow readers to reproduce the results in this paper are available at https://zenodo.org/records/10459309.
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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