A semi-definite optimization method for maximizing the shared band gap of topological photonic crystals

IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Chiu-Yen Kao , Junshan Lin , Braxton Osting
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引用次数: 0

Abstract

Topological photonic crystals (PCs) can support robust edge modes to transport electromagnetic energy in an efficient manner. Such edge modes are the eigenmodes of the PDE operator for a joint optical structure formed by connecting together two photonic crystals with distinct topological invariants, and the corresponding eigenfrequencies are located in the shared band gap of two individual photonic crystals. This work is concerned with maximizing the shared band gap of two photonic crystals with different topological features in order to increase the bandwidth of the edge modes. We develop a semi-definite optimization framework for the underlying optimal design problem, which enables efficient update of dielectric functions at each time step while respecting symmetry constraints and, when necessary, the constraints on topological invariants. At each iteration, we perform sensitivity analysis of the band gap function and the topological invariant constraint function to linearize the optimization problem and solve a convex semi-definite programming (SDP) problem efficiently. Numerical examples show that the proposed algorithm is superior in generating optimized optical structures with robust edge modes.
拓扑光子晶体共享带隙最大化的半有限优化方法
拓扑光子晶体(PC)可以支持稳健的边缘模式,从而以高效的方式传输电磁能量。这种边缘模式是将具有不同拓扑不变性的两个光子晶体连接在一起而形成的联合光学结构的 PDE 算子的特征模式,相应的特征频率位于两个单独光子晶体的共享带隙中。这项研究关注的是如何最大化两个具有不同拓扑特征的光子晶体的共享带隙,以增加边缘模式的带宽。我们为底层优化设计问题开发了一个半有限优化框架,它能在每个时间步长上高效更新介电函数,同时尊重对称性约束,并在必要时尊重拓扑不变性约束。在每次迭代时,我们都会对带隙函数和拓扑不变性约束函数进行敏感性分析,使优化问题线性化,并高效地解决凸半有限编程(SDP)问题。数值实例表明,所提出的算法在生成具有稳健边缘模式的优化光学结构方面具有优势。
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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来源期刊
Journal of Computational Physics
Journal of Computational Physics 物理-计算机:跨学科应用
CiteScore
7.60
自引率
14.60%
发文量
763
审稿时长
5.8 months
期刊介绍: Journal of Computational Physics thoroughly treats the computational aspects of physical problems, presenting techniques for the numerical solution of mathematical equations arising in all areas of physics. The journal seeks to emphasize methods that cross disciplinary boundaries. The Journal of Computational Physics also publishes short notes of 4 pages or less (including figures, tables, and references but excluding title pages). Letters to the Editor commenting on articles already published in this Journal will also be considered. Neither notes nor letters should have an abstract.
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