Shengxiang Zhu

Machine Learning Based Prediction of Erbium-Doped Fiber WDM Line Amplifier Gain Spectra

Shengxiang Zhu, Craig Gutterman, Weiyang Mo et al. · 2018 · 53 citations

Engineering, Machine Learning, Optical Amplification +10

Deep-Neural-Network-Based Wavelength Selection and Switching in ROADM Systems

Weiyang Mo, Craig Gutterman, Yao Li et al. · Journal of Optical Communications and Networking · 2018 · 44 citations · Full text

Photonics, Engineering, Machine Learning +11

Machine-learning-based EDFA gain estimation [Invited]

Jiakai Yu, Shengxiang Zhu, Craig Gutterman et al. · Journal of Optical Communications and Networking · 2021 · 44 citations

Gain Spectra Prediction, Engineering, Optical Amplification +5

Hybrid Machine Learning EDFA Model

Shengxiang Zhu, Craig Gutterman, Alan Diaz Montiel et al. · 2020 · 31 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +15

tSDX: Enabling Impairment-Aware All-Optical Inter-Domain Exchange

Yao Li, Weiyang Mo, Shengxiang Zhu et al. · Journal of Lightwave Technology · 2017 · 30 citations

Optical Materials, Engineering, Network Operation +18