most citedPredicting the dynamic process and model parameters of the vector optical solitons in birefringent fibers via the modified PINN

86 citations · 86 across the 1 of their papers we have counts for

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nlin.PS2021★ 86 cited

Predicting the dynamic process and model parameters of the vector optical solitons in birefringent fibers via the modified PINN

Gang-Zhou Wu, Yin Fang, Yue-Yue Wang +2

A modified physics-informed neural network is used to predict the dynamics of optical pulses including one-soliton, two-soliton, and rogue wave based on the coupled nonlinear Schrö…