Bidirectional cascaded deep neural networks with a pretrained autoencoder for dielectric metasurfaces

Weichao Kong; Jun Chen; Zengxin Huang; Dengfeng Kuang

doi:10.1364/PRJ.428425

Photonics Research, Volume. 9, Issue 8, 1607(2021)

Bidirectional cascaded deep neural networks with a pretrained autoencoder for dielectric metasurfaces

Weichao Kong^1、†, Jun Chen^2、†, Zengxin Huang¹, and Dengfeng Kuang^1、*

¹Tianjin Key Laboratory of Micro-scale Optical Information Science and Technology, and Institute of Modern Optics, Nankai University, Tianjin 300350, China

²College of Physics and Electronic Engineering, Taishan University, Taian 271000, China

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Weichao Kong, Jun Chen, Zengxin Huang, Dengfeng Kuang. Bidirectional cascaded deep neural networks with a pretrained autoencoder for dielectric metasurfaces[J]. Photonics Research, 2021, 9(8): 1607

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Paper Information

Category: Optical Devices

Received: Apr. 21, 2021

Accepted: Jun. 17, 2021

Published Online: Aug. 2, 2021

The Author Email: Dengfeng Kuang (dfkuang@nankai.edu.cn)

DOI:10.1364/PRJ.428425

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology