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通过通用逼近器实现的宽带矢量超薄光学,在可见光区域实验效率高达99%。

Broadband vectorial ultrathin optics with experimental efficiency up to 99% in the visible region via universal approximators.

作者信息

Getman F, Makarenko M, Burguete-Lopez A, Fratalocchi A

机构信息

PRIMALIGHT, Faculty of Electrical Engineering; Applied Mathematics and Computational Science, King Abdullah University of Science and Technology, Thuwal, 23955-6900, Saudi Arabia.

出版信息

Light Sci Appl. 2021 Mar 4;10(1):47. doi: 10.1038/s41377-021-00489-7.

DOI:10.1038/s41377-021-00489-7
PMID:33664223
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7977065/
Abstract

Integrating conventional optics into compact nanostructured surfaces is the goal of flat optics. Despite the enormous progress in this technology, there are still critical challenges for real-world applications due to the limited operational efficiency in the visible region, on average lower than 60%, which originates from absorption losses in wavelength-thick (≈ 500 nm) structures. Another issue is the realization of on-demand optical components for controlling vectorial light at visible frequencies simultaneously in both reflection and transmission and with a predetermined wavefront shape. In this work, we developed an inverse design approach that allows the realization of highly efficient (up to 99%) ultrathin (down to 50 nm thick) optics for vectorial light control with broadband input-output responses in the visible and near-IR regions with a desired wavefront shape. The approach leverages suitably engineered semiconductor nanostructures, which behave as a neural network that can approximate a user-defined input-output function. Near-unity performance results from the ultrathin nature of these surfaces, which reduces absorption losses to near-negligible values. Experimentally, we discuss polarizing beam splitters, comparing their performance with the best results obtained from both direct and inverse design techniques, and new flat-optics components represented by dichroic mirrors and the basic unit of a flat-optics display that creates full colours by using only two subpixels, overcoming the limitations of conventional LCD/OLED technologies that require three subpixels for each composite colour. Our devices can be manufactured with a complementary metal-oxide-semiconductor (CMOS)-compatible process, making them scalable for mass production at low cost.

摘要

将传统光学器件集成到紧凑的纳米结构表面是平面光学的目标。尽管这项技术取得了巨大进展,但由于在可见光区域的运行效率有限(平均低于60%),这源于波长厚度(约500nm)结构中的吸收损耗,因此在实际应用中仍面临严峻挑战。另一个问题是实现按需光学组件,以便在反射和透射中同时以预定的波前形状控制可见光频率下的矢量光。在这项工作中,我们开发了一种逆向设计方法,该方法能够实现高效(高达99%)的超薄(低至50nm厚)光学器件,用于在可见光和近红外区域控制矢量光,并具有宽带输入-输出响应以及所需的波前形状。该方法利用了经过适当设计的半导体纳米结构,其表现如同一个神经网络,能够近似用户定义的输入-输出函数。接近完美的性能源于这些表面的超薄特性,这将吸收损耗降低到几乎可以忽略不计的值。在实验方面,我们讨论了偏振分束器,将其性能与直接设计和逆向设计技术所取得的最佳结果进行比较,还讨论了以二向色镜和平板光学显示器基本单元为代表的新型平板光学组件,该显示器仅使用两个子像素就能产生全彩,克服了传统液晶显示器/有机发光二极管技术每个合成颜色需要三个子像素的局限性。我们的器件可以通过互补金属氧化物半导体(CMOS)兼容工艺制造,使其能够低成本大规模生产。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/a3a4faa52219/41377_2021_489_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/388ef7af45d8/41377_2021_489_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/981ad032ec28/41377_2021_489_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/8649a7c31a6a/41377_2021_489_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/3b1cae15b0fb/41377_2021_489_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/2f90fd96fe6a/41377_2021_489_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/1f259c0df7fa/41377_2021_489_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/a3a4faa52219/41377_2021_489_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/388ef7af45d8/41377_2021_489_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/981ad032ec28/41377_2021_489_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/8649a7c31a6a/41377_2021_489_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/3b1cae15b0fb/41377_2021_489_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/2f90fd96fe6a/41377_2021_489_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/1f259c0df7fa/41377_2021_489_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b7/7977065/a3a4faa52219/41377_2021_489_Fig7_HTML.jpg

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Phys Rev Lett. 2020 Aug 28;125(9):093901. doi: 10.1103/PhysRevLett.125.093901.
2
Generalized Maxwell projections for multi-mode network Photonics.多模网络光子学的广义麦克斯韦投影
Sci Rep. 2020 Jun 3;10(1):9038. doi: 10.1038/s41598-020-65293-6.
3
Inverse design of plasmonic metasurfaces by convolutional neural network.卷积神经网络的等离子体超表面逆向设计。
用于纳米光子逆设计的插值与外推中的机器学习
ACS Omega. 2022 Sep 9;7(37):33537-33547. doi: 10.1021/acsomega.2c04526. eCollection 2022 Sep 20.
4
Hyperbolic optics and superlensing in room-temperature KTN from self-induced k-space topological transitions.基于自诱导k空间拓扑转变的室温铌酸锶钡中的双曲光学与超透镜效应
Nat Commun. 2021 Dec 13;12(1):7241. doi: 10.1038/s41467-021-27466-3.
Opt Lett. 2020 Mar 15;45(6):1362-1365. doi: 10.1364/OL.387404.
4
Deep learning for accelerated all-dielectric metasurface design.用于加速全介质超表面设计的深度学习
Opt Express. 2019 Sep 30;27(20):27523-27535. doi: 10.1364/OE.27.027523.
5
Dielectric metasurfaces for complete and independent control of the optical amplitude and phase.用于完全独立控制光振幅和相位的介电超表面。
Light Sci Appl. 2019 Oct 9;8:92. doi: 10.1038/s41377-019-0201-7. eCollection 2019.
6
Metasurface orbital angular momentum holography.超表面轨道角动量全息术
Nat Commun. 2019 Jul 19;10(1):2986. doi: 10.1038/s41467-019-11030-1.
7
High-efficiency, large-area, topology-optimized metasurfaces.高效、大面积、拓扑优化的超表面
Light Sci Appl. 2019 May 29;8:48. doi: 10.1038/s41377-019-0159-5. eCollection 2019.
8
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Sci Rep. 2019 Apr 24;9(1):6510. doi: 10.1038/s41598-019-42444-y.
9
Plasmonic nanostructure design and characterization via Deep Learning.通过深度学习进行等离激元纳米结构设计与表征
Light Sci Appl. 2018 Sep 5;7:60. doi: 10.1038/s41377-018-0060-7. eCollection 2018.
10
Efficient Polarization Beam Splitter Based on All-Dielectric Metasurface in Visible Region.基于全介质超表面的可见光区域高效偏振分束器
Nanoscale Res Lett. 2019 Jan 25;14(1):34. doi: 10.1186/s11671-019-2867-4.