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Transfer learning for enhancing the homogenization-theory-based prediction of elasto-plastic response of particle/short fiber-reinforced composites

Jiyoung Jung, Yongtae Kim, Jinkyoo Park, Seunghwa Ryu

2022Composite Structures45 citationsDOI

Topics & Concepts

Homogenization (climate)Finite element methodMaterials scienceAffine transformationArtificial neural networkNonlinear systemComposite materialReinforcementComposite numberTransfer of learningStructural engineeringComputer scienceArtificial intelligenceMathematicsEngineeringGeometryPhysicsEcologyQuantum mechanicsBiodiversityBiologyComposite Material MechanicsMechanical Behavior of CompositesInnovative concrete reinforcement materials
Transfer learning for enhancing the homogenization-theory-based prediction of elasto-plastic response of particle/short fiber-reinforced composites | Litcius