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

Journal of lightwave technology, 2020-06, Vol.38 (11), p.2992-2999

2020

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Fast and Accurate Waveform Modeling of Long-Haul Multi-Channel Optical Fiber Transmission Using a Hybrid Model-Data Driven Scheme

Journal of lightwave technology, 2022-07, Vol.40 (14), p.4571-4580

2022

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SMOF: Simultaneous Modeling and Optimization Framework for Raman Amplifiers in C+L-Band Optical Networks

Journal of lightwave technology, 2024-05, Vol.42 (9), p.3174-3183

2024

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A Physics-Based Learning Approach for ROADM-Induced Anomaly Localization and Estimation

Journal of lightwave technology, 2024-07, Vol.42 (13), p.4433-4443

2024

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A Meta-Learning-Assisted Training Framework for Physical Layer Modeling in Optical Networks

Journal of lightwave technology, 2022-05, Vol.40 (9), p.2684-2695

2022

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Fusing Physics to Fiber Nonlinearity Model for Optical Networks Based on Physics-Guided Neural Networks

Journal of lightwave technology, 2022-09, Vol.40 (17), p.5793-5802

2022

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

Journal of lightwave technology, 2023-04, Vol.41 (8), p.1-11

2023

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Raman Pump Optimization for Maximizing Capacity of C+L Optical Transmission Systems

Journal of lightwave technology, 2022-12, Vol.40 (24), p.7814-7825

2022

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

Journal of lightwave technology, 2021-05, Vol.39 (9), p.2696-2703

2021

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Mapping-finding input-parameter refinement paradigm for a dynamic multiband optical network digital twin: the Raman amplifier modeling case

Journal of optical communications and networking, 2024-10, Vol.16 (10), p.1059-1069

2024

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4 × 25-Gb/s NRZ-OOK Signals Transmission Over a 160-km Single-Mode Fiber Using 10G-Class DML and Photodiode

IEEE photonics journal, 2018-06, Vol.10 (3), p.1-8

2018

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Building a digital twin for intelligent optical networks [Invited Tutorial]

Journal of optical communications and networking, 2023-08, Vol.15 (8), p.C242-C262

2023

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Heuristic-based optimization framework for customizable design of long-haul data center interconnect networks

Journal of optical communications and networking, 2022-11, Vol.14 (11), p.924-933

2022

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Soft-stacked PON for soft C-RAN

Journal of optical communications and networking, 2016-11, Vol.8 (11), p.B12-B20

2016

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Improved Physics-based Raman Amplifier Model in C+L Networks through Input Parameter Refinement

2024 Optical Fiber Communications Conference and Exhibition (OFC), 2024, p.1-3

2024

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End-to-End Joint Digital and Optical Signal Processing Enabled by Interpretable Deep Learning for Coherent Optical Communication Systems

2024 Optical Fiber Communications Conference and Exhibition (OFC), 2024, p.1-3

2024

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Auto-DTWave: Digital Twin-Aided Autonomous Optical Network Operation with Continuous Wavelength Loading

2024 Optical Fiber Communications Conference and Exhibition (OFC), 2024, p.1-3

2024

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Demonstration of ROADM Status Visualization Based on Receiver DSP and Digital Twin Modeling

2024 Optical Fiber Communications Conference and Exhibition (OFC), 2024, p.1-3

2024

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Establishing the Relationship Between GMI and SNR in Optical Networks with Nonlinear Kerr Effect

2022 European Conference on Optical Communication (ECOC), 2022, p.1-3

2022

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A Grey-box Model for Estimating Nonlinear SNR in Optical Networks Based on Physics-guided Neural Networks

2021 Asia Communications and Photonics Conference (ACP), 2021, p.1-3

2021

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A Meta-learning-assisted Training Framework for AI Deployment in Optical Networks

2020 European Conference on Optical Communications (ECOC), 2020, p.1-4

2020

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Transmission Performance Evaluation Throughout the Life Cycle of Lightpath in Intelligent Optical Networks

2020 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC), 2020, p.1-3

2020

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Optical Dispersion Management for 10Gbps Upstream Directly-modulated Signals Covering Ranges from 0 to 100km with Maximal 51-dB Loss Budget

2014 Asia Communications and Photonics Conference (ACP), 2014, p.1-3

2014

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Sub-wavelength switching for future Internet

2011 13th International Conference on Transparent Optical Networks, 2011, p.1-4

2011

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Optical VPN in PON Using TDM-FDM signal format

2006 Optical Fiber Communication Conference and the National Fiber Optic Engineers Conference, 2006, p.3 pp.

2006

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

Fast and Accurate Waveform Modeling of Long-Haul Multi-Channel Optical Fiber Transmission Using a Hybrid Model-Data Driven Scheme

SMOF: Simultaneous Modeling and Optimization Framework for Raman Amplifiers in C+L-Band Optical Networks

A Physics-Based Learning Approach for ROADM-Induced Anomaly Localization and Estimation

A Meta-Learning-Assisted Training Framework for Physical Layer Modeling in Optical Networks

Fusing Physics to Fiber Nonlinearity Model for Optical Networks Based on Physics-Guided Neural Networks

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

Raman Pump Optimization for Maximizing Capacity of C+L Optical Transmission Systems

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

Mapping-finding input-parameter refinement paradigm for a dynamic multiband optical network digital twin: the Raman amplifier modeling case

4 × 25-Gb/s NRZ-OOK Signals Transmission Over a 160-km Single-Mode Fiber Using 10G-Class DML and Photodiode

Building a digital twin for intelligent optical networks [Invited Tutorial]

Heuristic-based optimization framework for customizable design of long-haul data center interconnect networks

Soft-stacked PON for soft C-RAN

Improved Physics-based Raman Amplifier Model in C+L Networks through Input Parameter Refinement

End-to-End Joint Digital and Optical Signal Processing Enabled by Interpretable Deep Learning for Coherent Optical Communication Systems

Auto-DTWave: Digital Twin-Aided Autonomous Optical Network Operation with Continuous Wavelength Loading

Demonstration of ROADM Status Visualization Based on Receiver DSP and Digital Twin Modeling

Establishing the Relationship Between GMI and SNR in Optical Networks with Nonlinear Kerr Effect

A Grey-box Model for Estimating Nonlinear SNR in Optical Networks Based on Physics-guided Neural Networks

A Meta-learning-assisted Training Framework for AI Deployment in Optical Networks

Transmission Performance Evaluation Throughout the Life Cycle of Lightpath in Intelligent Optical Networks

Optical Dispersion Management for 10Gbps Upstream Directly-modulated Signals Covering Ranges from 0 to 100km with Maximal 51-dB Loss Budget

Sub-wavelength switching for future Internet

Optical VPN in PON Using TDM-FDM signal format

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