Litcius/Paper detail

Mix-training physics-informed neural networks for high-order rogue waves of cmKdV equation

Shifang Tian, Zhenjie Niu, Biao Li

2023Nonlinear Dynamics31 citationsDOI

Topics & Concepts

Artificial neural networkRogue waveResidualNonlinear systemPartial differential equationRobustness (evolution)Computer scienceApplied mathematicsComplex systemMathematicsArtificial intelligenceAlgorithmPhysicsMathematical analysisQuantum mechanicsGeneChemistryBiochemistryModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics