Physics‐Informed Neural Network for Nonlinear Dynamics in Fiber Optics X Jiang, D Wang, Q Fan, M Zhang, C Lu, APT Lau Laser & Photonics Reviews 16 (9), 2100483, 2022 | 67 | 2022 |
Solving the nonlinear Schrödinger equation in optical fibers using physics-informed neural network X Jiang, D Wang, Q Fan, M Zhang, C Lu, APT Lau Optical fiber communication conference, M3H. 8, 2021 | 36 | 2021 |
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 | 29 | 2022 |
Physics-informed neural network for optical fiber parameter estimation from the nonlinear Schrödinger equation X Jiang, D Wang, X Chen, M Zhang Journal of Lightwave Technology 40 (21), 7095-7105, 2022 | 21 | 2022 |
Design and demonstration of a TDD-based central-coordinated resource-reserved multiple access (CRMA) scheme for bidirectional VLC networking Q Chen, D Han, M Zhang, Z Ghassemlooy, AC Boucouvalas, Z Zhang, ... IEEE Access 9, 7856-7868, 2021 | 12 | 2021 |
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 | 11 | 2022 |
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 | 4 | 2023 |
Visible light communication-channel-adaptive digital pre-equalization scheme based on a deep learning model C Yang, D Han, M Zhang, L Wang, P Jia, X Jiang, X Huang Optical Engineering 62 (1), 018101-018101, 2023 | 3 | 2023 |
Solving the nonlinear Schrödinger equation in optical fibers using physics-informed neural network 2021 Optical Fiber Communication Conf.(OFC) X Jiang, D Wang, Q Fan, M Zhang, C Lu, ALT Pak Optica Publishing Group) p M3H, 2021 | 3 | 2021 |
Design and implementation of a topology discovery mechanism for bidirectional VLC networking J Zhao, D Han, X Jiang, T Li, M Zhang, J He 2020 12th International Symposium on Communication Systems, Networks and …, 2020 | 3 | 2020 |
Physics-Informed Neural Operator-based Full Wavefield Back-Propagation for Multi-span Optical Transmission Y Song, X Jiang, X Luo, X Zhang, M Zhang, D Wang Optical Fiber Communication Conference, M2F. 5, 2023 | 2 | 2023 |
A dynamic handover scheme based on bidirectional VLC channel in multi-user attocell networks L Wang, D Han, M Zhang, J Wu, X Jiang, J He EURASIP Journal on Wireless Communications and Networking 2022 (1), 61, 2022 | 2 | 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 | 1 | 2024 |
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 | 1 | 2024 |
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 | 1 | 2023 |
Neural Operator-based Fiber Channel Modeling for WDM Optical Transmission System X Zhang, D Wang, Y Song, X Jiang, J Li, M Zhang 2023 Opto-Electronics and Communications Conference (OECC), 1-4, 2023 | 1 | 2023 |
A Multi-Point Access Scheme for Ultraviolet Wireless Network Z Gao, D Han, M Zhang, X Jiang, C Yang, L Wang 2020 IEEE 6th International Conference on Computer and Communications (ICCC …, 2020 | 1 | 2020 |
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 | | 2024 |
When Large Language Models Meet Optical Networks: Paving the Way for Automation D Wang, Y Wang, X Jiang, Y Zhang, Y Pang, M Zhang arXiv preprint arXiv:2405.17441, 2024 | | 2024 |
Nonlinear dynamic modeling of fiber optics driven by physics-informed neural network L Xiao, Z Min, J Xiaotian, S Yuchen, Z Ximeng, W Danshi 红外与激光工程 52 (12), 20230188-1-20230188-11, 2023 | | 2023 |