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Xiaotian Jiang
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引用次数
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年份
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
672022
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
362021
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
292022
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
212022
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
122021
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
112022
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
42023
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
32023
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
32021
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
32020
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
22023
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
22022
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
12024
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
12024
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
12023
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
12023
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
12020
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
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