Data-driven soliton solutions and model parameters of nonlinear wave models via the conservation-law constrained neural network method
Yin Fang, Gang-Zhou Wu, Nikolay A. Kudryashov, Yue‐Yue Wang, Chao‐Qing Dai
Topics & Concepts
Conservation lawNonlinear systemArtificial neural networkIntegrable systemKorteweg–de Vries equationSolitonComputer scienceApplied mathematicsMathematicsArtificial intelligencePhysicsMathematical analysisQuantum mechanicsModel Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisNuclear Engineering Thermal-Hydraulics