Neural network-based surrogate model for inverse design of metasurfaces

Guoqing Jing; Peipei Wang; Haisheng Wu; Jianjun Ren; Zhiqiang Xie; Junmin Liu; Huapeng Ye; Ying Li; Dianyuan Fan; Shuqing Chen

doi:10.1364/PRJ.450564

Journals >Photonics Research >Volume 10 >Issue 6 >Page 1462 > Article

Photonics Research
Vol. 10, Issue 6, 1462 (2022)

Neural network-based surrogate model for inverse design of metasurfaces

Guoqing Jing^1、†, Peipei Wang^1、†, Haisheng Wu^1、†, Jianjun Ren¹, Zhiqiang Xie¹, Junmin Liu², Huapeng Ye³, Ying Li¹, Dianyuan Fan¹, and Shuqing Chen^1、*

Author Affiliations

¹International Collaborative Laboratory of 2D Materials for Optoelectronics Science and Technology, Institute of Microscale Optoelectronics, Shenzhen University, Shenzhen 518060, China

²College of New Materials and New Energies, Shenzhen Technology University, Shenzhen 518118, China

³Guangdong Provincial Key Laboratory of Optical Information Materials and Technology and Institute of Electronic Paper Displays, South China Academy of Advanced Optoelectronics, South China Normal University, Guangzhou 510006, China

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DOI: 10.1364/PRJ.450564 Cite this Article Set citation alerts

Guoqing Jing, Peipei Wang, Haisheng Wu, Jianjun Ren, Zhiqiang Xie, Junmin Liu, Huapeng Ye, Ying Li, Dianyuan Fan, Shuqing Chen. Neural network-based surrogate model for inverse design of metasurfaces[J]. Photonics Research, 2022, 10(6): 1462 Copy Citation Text

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