Logarithmically complex rigorous Fourier space solution to the 1D grating diffraction problem

Evgeniy Levdik, Alexey A. Shcherbakov
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Abstract

The rigorous solution of the grating diffraction problem is a fundamental step in many scientific fields and industrial applications ranging from the study of the fundamental properties of metasurfaces to the simulation of lithography masks. Fourier space methods, such as the Fourier Modal Method, are established tools for the analysis of the electromagnetic properties of periodic structures, but are too computationally demanding to be directly applied to large and multiscale optical structures. This work focuses on pushing the limits of rigorous computations of periodic electromagnetic structures by adapting a powerful tensor compression technique called the tensor train decomposition. We have found that the millions and billions of numbers produced by standard discretization schemes are inherently excessive for storing the information about diffraction problems required for computations with a given accuracy, and we show that a logarithmically growing amount of information is sufficient for reliable rigorous solution of the Maxwell's equations on an example of large period multiscale 1D grating structures.
一维光栅衍射问题的对数复杂严格傅里叶空间解法
光栅衍射问题的严格求解是许多科学领域和工业应用的基本步骤,从元表面基本特性的研究到光刻掩模的模拟,不一而足。傅立叶空间方法(如傅立叶模态法)是分析周期结构电磁特性的既定工具,但对计算要求太高,无法直接应用于大型和多尺度光学结构。这项工作的重点是通过采用一种名为张量列车分解的强大张量压缩技术,突破周期性电磁结构严格计算的极限。我们发现,标准离散化方案所产生的数百万或数十亿个数字,对于存储特定精度计算所需的衍射问题信息而言,本质上是过多的。我们证明,对于大周期多尺度一维光栅结构的麦克斯韦方程的可靠严格求解而言,对数增长的信息量是足够的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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