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A micromechanics and machine learning coupled approach for failure prediction of unidirectional CFRP composites under triaxial loading: A preliminary study

Jiayun Chen, Lei Wan, Yaser Ismail, Jianqiao Ye, Dongmin Yang

2021Composite Structures60 citationsDOIOpen Access PDF

Topics & Concepts

MicromechanicsMaterials scienceRepresentative elementary volumeFinite element methodStructural engineeringArtificial neural networkComposite materialComposite laminatesComposite numberComputer scienceEngineeringMicrostructureArtificial intelligenceMechanical Behavior of CompositesStructural Behavior of Reinforced ConcreteNumerical methods in engineering
A micromechanics and machine learning coupled approach for failure prediction of unidirectional CFRP composites under triaxial loading: A preliminary study | Litcius