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Prediction and validation of the transverse mechanical behavior of unidirectional composites considering interfacial debonding through convolutional neural networks

Do-Won Kim, Jae Hyuk Lim, Seung‐Chul Lee

2021Composites Part B Engineering89 citationsDOI

Topics & Concepts

Materials scienceTransverse planeConvolutional neural networkMicrostructureComposite materialRepresentative elementary volumeUltimate tensile strengthElastic modulusFinite element methodToughnessTensile testingModulusStress (linguistics)Structural engineeringComputer scienceArtificial intelligenceLinguisticsEngineeringPhilosophyMechanical Behavior of CompositesComposite Material MechanicsUltrasonics and Acoustic Wave Propagation
Prediction and validation of the transverse mechanical behavior of unidirectional composites considering interfacial debonding through convolutional neural networks | Litcius