Two-stage initial-value iterative physics-informed neural networks for simulating solitary waves of nonlinear wave equations
Jin Song, Ming Zhong, George Em Karniadakis, Zhenya Yan
Topics & Concepts
Nonlinear systemKorteweg–de Vries equationArtificial neural networkInitial value problemBoundary value problemWave equationIterative methodPartial differential equationApplied mathematicsPhysicsMathematicsMathematical analysisComputer scienceAlgorithmArtificial intelligenceQuantum mechanicsAdvanced Fiber Laser TechnologiesModel Reduction and Neural NetworksNeural Networks and Reservoir Computing