Huazhi Lun

AI-Based Modeling and Monitoring Techniques for Future Intelligent Elastic Optical Networks

Xiaomin Liu, Huazhi Lun, Mengfan Fu et al. · Applied Sciences · 2020 · 58 citations · Full text

Artificial Intelligence, Autonomous Network, Engineering +21

Soft Failure Identification for Long-haul Optical Communication Systems Based on One-dimensional Convolutional Neural Network

Huazhi Lun, Mengfan Fu, Xiaomin Liu et al. · Journal of Lightwave Technology · 2020 · 47 citations · Full text

Convolutional Neural Network, Reliability Engineering, Engineering +14

ROADM-Induced Anomaly Localization and Evaluation for Optical Links Based on Receiver DSP and ML

Huazhi Lun, Yiwen Wu, Meng Cai et al. · Journal of Lightwave Technology · 2021 · 24 citations

Engineering, Machine Learning, Fault Forecasting +16

Parallel Bisection-based Distribution Matching for Nonlinearity-tolerant Probabilistic Shaping in Coherent Optical Communication Systems

Mengfan Fu, Qiaoya Liu, Huazhi Lun et al. · Journal of Lightwave Technology · 2021 · 22 citations

Free-space Optical Network, Photonics, Engineering +14

A GAN Based Soft Failure Detection and Identification Framework for Long-Haul Coherent Optical Communication Systems

Huazhi Lun, Mengfan Fu, Yihao Zhang et al. · Journal of Lightwave Technology · 2023 · 21 citations

Artificial Intelligence, Engineering, Machine Learning +21