194 citations · 609 across the 9 of their papers we have counts for
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eess.SP2021★ 45 cited
Principle-driven Fiber Transmission Model based on PINN Neural Network
Yubin Zang, Zhenming Yu, Kun Xu +4
In this paper, a novel principle-driven fiber transmission model based on physical induced neural network (PINN) is proposed. Unlike data-driven models which regard fiber transmiss…
eess.SP2018★ 76 cited
Intelligent optical performance monitor using multi-task learning based artificial neural network
Zhiquan Wan, Zhenming Yu, Liang Shu +3
An intelligent optical performance monitor using multi-task learning based artificial neural network (MTL-ANN) is designed for simultaneous OSNR monitoring and modulation format id…