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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, Chao‐Qing Dai

2021Nonlinear Dynamics218 citationsDOI

Topics & Concepts

SolitonFemtosecondNonlinear systemPhysicsArtificial neural networkNonlinear Schrödinger equationQuantum mechanicsLaserComputer scienceArtificial intelligenceModel Reduction and Neural NetworksAdvanced Fiber Laser TechnologiesNeural Networks and Reservoir Computing
Data-driven femtosecond optical soliton excitations and parameters discovery of the high-order NLSE using the PINN | Litcius