Hybrid topology optimization combining simulated annealing for designing unpolarized high-efficiency freeform metasurface in-coupler for augmented reality waveguide.

IF 3.2 2区 物理与天体物理 Q2 OPTICS
Optics express Pub Date : 2024-11-04 DOI:10.1364/OE.534453
Haigang Liang, Siyu Dong, Zeyong Wei, Zhanshan Wang, Xinbin Cheng
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引用次数: 0

Abstract

High-efficiency in-couplers with unpolarized responses are crucial for the performance of waveguide augmented reality displays. Freeform quasi-3D metasurfaces (FQ3DM), which integrate freeform metasurfaces with multilayer films, is one possible solution to achieve this. However, the performance of FQ3DM is limited by the lack of inverse design algorithms capable of optimizing its overall structure. In this work, we proposed a hybrid topology optimization combining simulated annealing (HTO-SA) algorithm that alternates between topology optimization and simulated annealing to find the global optimum for both the shape and thickness of FQ3DM. With the HTO-SA algorithm, we designed an unpolarized high-efficiency in-coupler that achieves an average efficiency of 90% across a 20° field-of-view for both transverse electric and transverse magnetic polarization. We envision that our proposed approach can be generalized to the design of high-performance diffractive optical devices.

结合模拟退火进行混合拓扑优化,设计用于增强现实波导的非极化高效自由形态元表面内耦合器。
具有非偏振响应的高效内耦合器对于波导增强现实显示器的性能至关重要。将自由形态元表面与多层薄膜集成在一起的自由形态准三维元表面(FQ3DM)是实现这一目标的可行解决方案之一。然而,由于缺乏能够优化整体结构的反向设计算法,FQ3DM 的性能受到了限制。在这项工作中,我们提出了一种结合模拟退火的混合拓扑优化(HTO-SA)算法,该算法在拓扑优化和模拟退火之间交替使用,以找到 FQ3DM 的形状和厚度的全局最优值。利用 HTO-SA 算法,我们设计了一种非极化高效内耦合器,在 20° 视场范围内,横向电极化和横向磁极化的平均效率均达到 90%。我们设想,我们提出的方法可以推广到高性能衍射光学器件的设计中。
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来源期刊
Optics express
Optics express 物理-光学
CiteScore
6.60
自引率
15.80%
发文量
5182
审稿时长
2.1 months
期刊介绍: Optics Express is the all-electronic, open access journal for optics providing rapid publication for peer-reviewed articles that emphasize scientific and technology innovations in all aspects of optics and photonics.
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