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

Journals >Photonics Research >Volume 9 >Issue 6 >Page B247 > Article

Photonics Research
Vol. 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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DOI: 10.1364/PRJ.416294 Cite this Article Set citation alerts

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[J]. Photonics Research, 2021, 9(6): B247 Copy Citation Text

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