activity
20172025
most citedPhysics-informed Neural Network for Nonlinear Dynamics in Fiber Optics

4 citations · 7 across the 5 of their papers we have counts for

collaborators

5 papers

physics.optics2025

Simulation and Experimental Studies of DWDM Nonlinear Phase/Polarization/Power Crosstalk Between DFOS and Communication Channels in 27.6-Tb/s 800ZR Metro Network

Jingchuan Wang, Maoqi Liu, Liwang Lu +2

We comprehensively analyze the fiber nonlinearity crosstalks between DAS and communication channels through numerical results and 40 x 800-Gb/s 90-km experimental demonstration. Ou…

cs.NI2022

A Review of Machine Learning-based Failure Management in Optical Networks

Danshi Wang, Chunyu Zhang, Wenbin Chen +3

Failure management plays a significant role in optical networks. It ensures secure operation, mitigates potential risks, and executes proactive protection. Machine learning (ML) is…

physics.optics2021★ 4 cited

Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics

Xiaotian Jiang, Danshi Wang, Qirui Fan +3

A physics-informed neural network (PINN) that combines deep learning with physics is studied to solve the nonlinear Schrödinger equation for learning nonlinear dynamics in fiber op…

eess.SP2019

Distributed vibration sensing based on forward transmission and coherent detection

Yaxi Yan, Changjian Guo, Xiong Wu +5

A novel ultra-long distributed vibration sensing (DVS) system using forward transmission and coherent detection is proposed and experimentally demonstrated. In the proposed scheme,…

cs.IT2017★ 3 cited

Correlated Eigenvalues Optical Communications

Wen Qi Zhang, Tao Gui, Qun Zhang +5

There is a fundamental limit on the capacity of fibre optical communication system (Shannon Limit). This limit can be potentially overcome via using Nonlinear Frequency Division Mu…