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Parallel Physics-Informed Neural Networks Method with Regularization Strategies for the Forward-Inverse Problems of the Variable Coefficient Modified KdV Equation

Huijuan Zhou

2024Journal of Systems Science and Complexity21 citationsDOI

Topics & Concepts

Complex systemKorteweg–de Vries equationRegularization (linguistics)Variable coefficientArtificial neural networkInverseInverse problemVariable (mathematics)Applied mathematicsInverse methodMathematicsComputer scienceStatistical physicsPhysicsMathematical analysisNonlinear systemArtificial intelligenceQuantum mechanicsGeometryModel Reduction and Neural NetworksImage and Signal Denoising MethodsFluid Dynamics and Turbulent Flows
Parallel Physics-Informed Neural Networks Method with Regularization Strategies for the Forward-Inverse Problems of the Variable Coefficient Modified KdV Equation | Litcius