Data-driven soliton solutions and parameter identification of the nonlocal nonlinear Schrödinger equation using the physics-informed neural network algorithm with parameter regularization
N. Zhao, Yuheng Chen, Li Cheng, Junchao Chen
Topics & Concepts
Artificial neural networkRegularization (linguistics)Nonlinear systemNonlinear Schrödinger equationSolitonApplied mathematicsIdentification (biology)MathematicsAlgorithmPhysicsStatistical physicsComputer scienceArtificial intelligenceQuantum mechanicsBiologyBotanyModel Reduction and Neural NetworksAdvanced Fiber Laser TechnologiesNuclear Engineering Thermal-Hydraulics