86 citations · 272 across the 7 of their papers we have counts for
4 papers · 1 filter
Generation and dynamics of soliton and soliton molecules from a VSe2/GO-based fiber laser
Benhai Wang, Haobin Han, Lijun Yu +2
Recently, in addition to exploring the application of new saturable absorber devices in fiber lasers, soliton dynamics has also become a focus of current research. In this article,…
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…
Modified physics-informed neural network method based on the conservation law constraint and its prediction of optical solitons
Gang-Zhou Wu, Yin Fang, Yue-Yue Wang +1
Based on conservation laws as one of the important integrable properties of nonlinear physical models, we design a modified physics-informed neural network method based on the cons…
Data-driven femtosecond optical soliton excitations and parameters discovery of the high-order NLSE using the PINN
Yin Fang, Gang-Zhou Wu, Yue-Yue Wang +1
We use the physics-informed neural network to solve a variety of femtosecond optical soliton solutions of the high order nonlinear Schrödinger equation, including one-soliton solut…