A two-stage physics-informed neural network method based on conserved quantities and applications in localized wave solutions
Shuning Lin, Yong Chen
Topics & Concepts
Artificial neural networkSolitonNonlinear systemPartial differential equationIntegrable systemGeneralizationApplied mathematicsComputer scienceStage (stratigraphy)Conserved quantityPhysicsMathematicsMathematical analysisClassical mechanicsArtificial intelligenceQuantum mechanicsPaleontologyBiologyModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis