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Data driven modeling of interfacial traction–separation relations using a thermodynamically consistent neural network

Congjie Wei, Jiaxin Zhang, Kenneth M. Liechti, Chenglin Wu

2022Computer Methods in Applied Mechanics and Engineering14 citationsDOIOpen Access PDF

Topics & Concepts

DissipationArtificial neural networkTraction (geology)Computer scienceRange (aeronautics)AlgorithmMathematical optimizationMaterials scienceEngineeringMathematicsMechanical engineeringArtificial intelligencePhysicsThermodynamicsComposite materialFatigue and fracture mechanicsMechanical stress and fatigue analysisMechanical Behavior of Composites
Data driven modeling of interfacial traction–separation relations using a thermodynamically consistent neural network | Litcius