Genetic-algorithm-based deep neural networks for highly efficient photonic device design

Yangming Ren; Lingxuan Zhang; Weiqiang Wang; Xinyu Wang; Yufang Lei; Yulong Xue; Xiaochen Sun; Wenfu Zhang

doi:10.1364/PRJ.416294

Photonics Research, Volume. 9, Issue 6, B247(2021)

Genetic-algorithm-based deep neural networks for highly efficient photonic device design

Yangming Ren^1,2、†, Lingxuan Zhang^1,2、†, Weiqiang Wang^1,2, Xinyu Wang^1,2, Yufang Lei^1,2, Yulong Xue^1,2, Xiaochen Sun^1,2,3、*, and Wenfu Zhang^1,2,4、*

Author Affiliations

¹State Key Laboratory of Transient Optics and Photonics, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, China

²University of Chinese Academy of Sciences, Beijing 100049, China

³e-mail: sunxiaochen@opt.ac.cn

⁴e-mail: wfuzhang@opt.ac.cn

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Yangming Ren, Lingxuan Zhang, Weiqiang Wang, Xinyu Wang, Yufang Lei, Yulong Xue, Xiaochen Sun, Wenfu Zhang, "Genetic-algorithm-based deep neural networks for highly efficient photonic device design," Photonics Res. 9, B247 (2021)

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Paper Information

Special Issue: DEEP LEARNING IN PHOTONICS

Received: Dec. 1, 2020

Accepted: Mar. 25, 2021

Published Online: May. 27, 2021

The Author Email: Xiaochen Sun (sunxiaochen@opt.ac.cn), Wenfu Zhang (wfuzhang@opt.ac.cn)

DOI:10.1364/PRJ.416294

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