Artificial intelligence designer for optical Fibers: Inverse design of a Hollow-Core Anti-Resonant fiber based on a tandem neural network

Fanchao Meng,Jinmin Ding,Yiming Zhao,Hongwei Liu,Weiquan Su,Luyun Yang,Guangming Tao,Andrey Pryamikov,Xin Wang,Hongqian Mu,Yingli Niu,Jingwen He,Xinghua Zhang,Shuqin Lou,Xinzhi Sheng,Sheng Liang

Results in Physics（2023）

引用 3|浏览16

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摘要

•The forward prediction model is utilized to predict the confinement loss of fiber.•The tandem neural network consists of forward prediction and inverse design models.•The different datasets are used to train the tandem neural network.•A tandem neural network is trained to inverse design the hollow-core anti-resonant fibers.

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关键词

Hollow-core anti-resonant fibers,Confinement loss,Inverse design,Tandem neural network

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