Data-driven vector degenerate and nondegenerate solitons of coupled nonlocal nonlinear Schrödinger equation via improved PINN algorithm
Wei-Xin Qiu, Zhi‐Zeng Si, Da-Sheng Mou, Chao‐Qing Dai, Jitao Li, Wei Liu
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Nonlinear systemDegenerate energy levelsSolitonArtificial neural networkGaussianNonlinear Schrödinger equationFunction (biology)Stability (learning theory)Schrödinger equationAmplitudePhysicsNoise (video)Applied mathematicsStatistical physicsMathematicsComputer scienceQuantum mechanicsArtificial intelligenceMachine learningEvolutionary biologyBiologyImage (mathematics)Model Reduction and Neural NetworksAdvanced Fiber Laser TechnologiesFluid Dynamics and Turbulent Flows