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Gradient-enhanced physics-informed neural networks based on transfer learning for inverse problems of the variable coefficient differential equations

Shuning Lin, Yong Chen

2023Physica D Nonlinear Phenomena24 citationsDOI

Topics & Concepts

Artificial neural networkVariable (mathematics)PolynomialFunction (biology)Applied mathematicsFeature (linguistics)Nonlinear systemInverse problemHyperbolic functionMathematicsTransfer functionInverseAlgorithmComputer scienceArtificial intelligenceMathematical analysisPhysicsEvolutionary biologyElectrical engineeringEngineeringBiologyLinguisticsQuantum mechanicsPhilosophyGeometryModel Reduction and Neural NetworksAdvanced Electrical Measurement TechniquesFractional Differential Equations Solutions
Gradient-enhanced physics-informed neural networks based on transfer learning for inverse problems of the variable coefficient differential equations | Litcius