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08/23/2022
A Review of Machine Learning-based Failure Management in Optical Networks
Failure management plays a significant role in optical networks. It ensu...
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09/01/2021
Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics
A physics-informed neural network (PINN) that combines deep learning wit...
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11/10/2020
