Multi-Scale Multi-Domain Hybrid Finite Element Modeling of Light Propagation

Jingwei Wang;Zhanwen Wang;Lida Liu;Yuntian Chen
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Abstract

We revisit finite element method of modeling multi-scale photonic/electromagnetic devices via the proposed beam basis function, in combination with domain decompositions. Our approach ensures mathematical and physical consistency, can also handle multi-scale computational tasks efficiently with the assistance of the damping block-Jacobi iterative solver. By implementing the first-order Robin transmission condition at the interfaces between neighboring subdomains and introducing the dual “current” variables, we can significantly reduce the computational burden and communication data volume during the iterative solving process. The theoretical foundation and detailed implementation procedures are presented, accompanied with two representative examples. The first example is a refractive-diffractive hybrid optical system with feature size contrast up to 104, while the second example is the free surface optical system wherein the geometric ray tracing algorithm is inadequate. The obtained results for the two examples show excellent agreement with the standard finite element method (standard FEM) with significantly reducing the number of meshes required for computation and memory usages to nearly one-fifth. Since the computational time is inversely proportional to the number of decomposed subdomains $(N)$ under the parallel computing configuration, the computational time in our work is approximately reduced to $1/3N$ of that using standard FEM for the two examples.
光传播的多尺度多域混合有限元建模
我们通过提出的光束基函数,结合域分解,重新讨论了多尺度光子/电磁器件的有限元建模方法。我们的方法保证了数学和物理的一致性,并且可以在阻尼块-雅可比迭代求解器的辅助下有效地处理多尺度计算任务。通过在相邻子域之间的接口处实现一阶Robin传输条件,并引入对偶“电流”变量,可以显著减少迭代求解过程中的计算量和通信数据量。介绍了该方法的理论基础和具体的实现步骤,并给出了两个具有代表性的实例。第一个示例是特征尺寸对比度高达104的折射-衍射混合光学系统,而第二个示例是自由表面光学系统,其中几何光线跟踪算法不足。这两个算例的计算结果与标准有限元法(standard FEM)非常吻合,计算所需的网格数和内存使用量显著减少到近五分之一。由于在并行计算配置下,计算时间与分解子域的数量$(N)$成反比,因此对于这两个例子,我们的工作的计算时间大约减少到使用标准FEM的计算时间的$1/3N$。
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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