PINN for Power Evolution Prediction and Raman Gain Spectrum Identification in C+L-Band Transmission System. - Yuchen Song; Yao Zhang 027; Chunyu Zhang; Jin Li; Min Zhang 016; Danshi Wang (OFC, 2023)

Deep Neural Network-enabled Fast and Large-Scale QoT Estimation for Dynamic C+L-Band Mesh Networks. - Yao Zhang 027; Yuchen Song; Yan Shi; Jin Li; Chuanbiao Zhang; Yu Tang 012; Min Zhang 016; Danshi Wang (OFC, 2023)

Building a digital twin for large-scale and dynamic C+L-band optical networks. - Yao Zhang 027; Min Zhang 016; Yuchen Song; Yan Shi; Chunyu Zhang; Cheng Ju; Bingli Guo; Shanguo Huang; Danshi Wang (J. Opt. Commun. Netw., 2023)

GPT-Enabled Digital Twin Assistant for Multi-task Cooperative Management in Autonomous Optical Network. - Yao Zhang 027; Min Zhang 016; Yuchen Song; Xiaotian Jiang; Yidi Wang; Shikui Shen; Danshi Wang (OFC, 2024)

When Large Language Models Meet Optical Networks: Paving the Way for Automation. - Danshi Wang; Yidi Wang; Xiaotian Jiang; Yao Zhang 027; Yue Pang; Min Zhang 016 (CoRR, 2024)

Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration. - Yuchen Song; Min Zhang 016; Yao Zhang 027; Yan Shi; Shikui Shen; Bingli Guo; Shanguo Huang; Danshi Wang (IEEE Netw., 2024)

Large Language Model for Optical Network Automation: Prospects and Challenges. - Danshi Wang; Yao Zhang 027; Yuchen Song; Xiaotian Jiang; Yidi Wang; Yue Pang; Min Zhang 016 (OFC, 2025)

Graph Structure-Enhanced Large Language Model for Optical Network Fault Diagnosis: An Explainable Alarm Root Cause Localization Approach. - Yidi Wang; Yue Pang; Yanli Liu; Yao Zhang 027; Lifang Zhang; Min Zhang 016; Danshi Wang (IEEE Internet Things J., 2025)

Quality of transmission optimization in a multi-band optical system: a stepwise multi-device joint configuration algorithm. - Yujia Yang; Yuchen Song; Shengnan Li; Yao Zhang 027; Min Zhang 016; Danshi Wang (J. Opt. Commun. Netw., 2025)

Lifecycle Management of Optical Networks With Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach. - Yuchen Song; Min Zhang 016; Yao Zhang 027; Yan Shi; Shikui Shen; Xiongyan Tang; Shanguo Huang; Danshi Wang (IEEE J. Sel. Areas Commun., 2025)

Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations. - Yuchen Song; Yao Zhang 027; Anni Zhou; Yan Shi; Shikui Shen; Xiongyan Tang; Jin Li; Min Zhang 016; Danshi Wang (IEEE Commun. Mag., 2025)