Coupling physics-informed neural networks and constitutive relation error concept to solve a parameter identification problem
Yinsheng Wei, Quentin Serra, Gilles Lubineau, Éric Florentin
Topics & Concepts
Identification (biology)Artificial neural networkField (mathematics)Inverse problemProcess (computing)Relation (database)Computer scienceConstruct (python library)Coupling (piping)InverseConstitutive equationAlgorithmFinite element methodMathematical optimizationArtificial intelligenceMathematicsData miningEngineeringMechanical engineeringStructural engineeringGeometryProgramming languageBiologyOperating systemPure mathematicsBotanyMathematical analysisModel Reduction and Neural NetworksNon-Destructive Testing TechniquesStructural Health Monitoring Techniques