| Data-driven optical fiber channel modeling: A deep learning approach D Wang, Y Song, J Li, J Qin, T Yang, M Zhang, X Chen, AC Boucouvalas Journal of Lightwave Technology 38 (17), 4730-4743, 2020 | 124 | 2020 |
| Applications of physics-informed neural network for optical fiber communications D Wang, X Jiang, Y Song, M Fu, Z Zhang, X Chen, M Zhang IEEE Communications Magazine 60 (9), 32-37, 2022 | 41 | 2022 |
| Efficient three-step amplifier configuration algorithm for dynamic C+ L-band links in presence of stimulated Raman scattering Y Song, Q Fan, C Lu, D Wang, APT Lau Journal of Lightwave Technology 41 (5), 1445-1453, 2022 | 27 | 2022 |
| 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 | 19 | 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, 2023 | 16 | 2023 |
| Physics-informed neural operator for fast and scalable optical fiber channel modelling in multi-span transmission Y Song, D Wang, Q Fan, X Jiang, X Luo, M Zhang 2022 European Conference on Optical Communication (ECOC), 1-4, 2022 | 16 | 2022 |
| Digital twin-enabled power optimizer for multi-span transmission system using autoencoder S Li, D Wang, Y Song, Q Fan, M Zhang, C Lu, APT Lau Optical Fiber Communication Conference, M3H. 1, 2021 | 12 | 2021 |
| Predicting ultrafast nonlinear dynamics in fiber optics by enhanced physics-informed neural network X Jiang, M Zhang, Y Song, H Chen, D Huang, D Wang Journal of Lightwave Technology, 2023 | 11 | 2023 |
| Physical information-embedded deep learning for forward prediction and inverse design of nanophotonic devices Y Song, D Wang, J Qin, J Li, H Ye, Z Zhang, X Chen, M Zhang, ... Journal of Lightwave Technology 39 (20), 6498-6508, 2021 | 11 | 2021 |
| 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 | 10 | 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 |
| Deeponet-based waveform-level simulation for a wideband nonlinear wdm system X Zhang, M Zhang, Y Song, X Jiang, F Zhang, D Wang Journal of Lightwave Technology, 2023 | 8 | 2023 |
| A fast amplifier gain and tilt configuration algorithm for dynamic C+ L-band networks Y Song, Q Fan, D Wang, C Lu, APT Lau 2022 Optical Fiber Communications Conference and Exhibition (OFC), 01-03, 2022 | 7 | 2022 |
| 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 |
| 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, 2023 | 6 | 2023 |
| 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 |
| Generative adversarial network-based channel modeling for free-space optical communication W Chen, D Wang, D Wang, Y Song, J Li, M Zhang 2021 Opto-Electronics and Communications Conference (OECC), 1-3, 2021 | 4 | 2021 |
| SRS-Net: a universal framework for solving stimulated Raman scattering in nonlinear fiber-optic systems by physics-informed deep learning Y Song, M Zhang, X Jiang, F Zhang, C Ju, S Huang, APT Lau, D Wang Communications Engineering 3 (1), 109, 2024 | 3 | 2024 |
| Physics-informed digital twin with parameter refinement for a field-trial C+ L-band transmission link Y Song, M Zhang, Y Shi, Y Tang, Y Hu, S Shen, D Wang 49th European Conference on Optical Communications (ECOC 2023) 2023, 1190-1193, 2023 | 3 | 2023 |
