Learning viscoelasticity models from indirect data using deep neural networks
Kailai Xu, Alexandre M. Tartakovsky, Jeffrey Burghardt, Eric Darve
Topics & Concepts
ViscoelasticityArtificial neural networkContext (archaeology)Computer scienceAutomatic differentiationDisplacement (psychology)Parametric statisticsInverse problemBenchmark (surveying)Constitutive equationMathematical optimizationApplied mathematicsArtificial intelligenceAlgorithmComputationMathematicsFinite element methodEngineeringMathematical analysisPhysicsBiologyThermodynamicsGeographyStructural engineeringGeodesyPsychologyPaleontologyPsychotherapistStatisticsModel Reduction and Neural NetworksElasticity and Material ModelingFluid Dynamics and Vibration Analysis