Neural Operator-based Fiber Channel Modeling for WDM Optical Transmission System

Author:

Zhang Ximeng1,Wang Danshi1,Song Yuchen1,Jiang Xiaotian1,Li Jin1,Zhang Min1

Affiliation:

1. Beijing University of Posts and Telecommunications (BUPT),State Key Laboratory of Information Photonics and Optical Communications,Beijing,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference13 articles.

1. On learning the derivatives of an unknown mapping with multilayer feedforward networks

2. Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators

3. Deeponet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators[J];lu;arXiv preprint arXiv 1910 03759,2019

4. Physics-Informed Neural Operator for Fast and Scalable Optical Fiber Channel Modelling in Multi-Span Transmission;song;2022 European Conference on Optical Communications (ECOC),2022

5. Fourier Neural Operator Based Fibre Channel Modelling for Optical Transmission[C];qiu;European Conference and Exhibition on Optical Communication,2022

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