| Digital twin of optical networks: a review of recent advances and future trends D Wang, Y Song, Y Zhang, X Jiang, J Dong, FN Khan, T Sasai, S Huang, ... Journal of Lightwave Technology, 2024 | 22 | 2024 |
| Optical power control for GSNR optimization based on C+ L-band digital twin systems Y Zhang, X Pang, Y Song, Y Wang, Y Zhou, H Zhu, L Zhang, Y Fan, Z Guo, ... Journal of Lightwave Technology 42 (1), 95-105, 2023 | 16 | 2023 |
| PINN for power evolution prediction and Raman gain spectrum identification in C+ L-band transmission system Y Song, Y Zhang, C Zhang, J Li, M Zhang, D Wang 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 12 | 2023 |
| Building a digital twin for large-scale and dynamic C+ L-band optical networks Y Zhang, M Zhang, Y Song, Y Shi, C Zhang, C Ju, B Guo, S Huang, ... Journal of Optical Communications and Networking 15 (12), 985-998, 2023 | 9 | 2023 |
| When large language models meet optical networks: paving the way for automation D Wang, Y Wang, X Jiang, Y Zhang, Y Pang, M Zhang Electronics 13 (13), 2529, 2024 | 8 | 2024 |
| Implementing digital twin in field-deployed optical networks: Uncertain factors, operational guidance, and field-trial demonstration Y Song, M Zhang, Y Zhang, Y Shi, S Shen, B Guo, S Huang, D Wang IEEE Network 38 (1), 38-45, 2023 | 7 | 2023 |
| OptiComm-GPT: a GPT-based versatile research assistant for optical fiber communication systems X Jiang, M Zhang, Y Song, Y Zhang, Y Wang, C Ju, D Wang Optics Express 32 (12), 20776-20796, 2024 | 6 | 2024 |
| Deep neural network-enabled fast and large-scale QoT estimation for dynamic C+ L-band mesh networks Y Zhang, Y Song, Y Shi, J Li, C Zhang, Y Tang, M Zhang, D Wang 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 6 | 2023 |
| GPT-enabled digital twin assistant for multi-task cooperative management in autonomous optical network Y Zhang, M Zhang, Y Song, X Jiang, Y Wang, S Shen, D Wang Optical Fiber Communication Conference, Th1G. 4, 2024 | 5 | 2024 |
| Physical Layer-Aware Route and Spectrum Allocation in Optical Networks by Multi-Objective Deep Reinforcement Learning J Xie, Y Song, Y Zhang, S Li, M Zhang, D Wang 2024 Asia Communications and Photonics Conference (ACP) and International …, 2024 | 1 | 2024 |
| Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations Y Song, Y Zhang, A Zhou, Y Shi, S Shen, X Tang, J Li, M Zhang, D Wang IEEE Communications Magazine, 2025 | | 2025 |
| Tandem structure neural network-based channel power optimization in wavelength-division multiplexing systems S Li, Y Song, X Pang, Y Zhang, M Zhang, D Wang Optical Fiber Technology 89, 104057, 2025 | | 2025 |
| Large Language Models for Optical Communications: Techniques, Opportunities, and Challenges X Jiang, M Zhang, Y Pang, Y Liu, Y Wang, Y Zhang, D Wang 2024 IEEE Photonics Conference (IPC), 1-2, 2024 | | 2024 |
| Analyzing and Mitigating the Impact of Network Cutover in C+ L-Band Optical Networks Y Yuan, D Wang, Y Zhang, Y Song, J Li, M Zhang 2024 Asia Communications and Photonics Conference (ACP) and International …, 2024 | | 2024 |
| Blockchain-Enabled Secure and Reliable Management for Digital Components in Digital Twin Optical Network Y Pang, M Zhang, Y Wang, M Tang, Y Zhang, Y Wu, C Zhang, L Zhang, ... Journal of Lightwave Technology, 2024 | | 2024 |
