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Machine learning-based constitutive parameter identification for crystal plasticity models

Songjiang Lu, Xu Zhang, Yanan Hu, Jielei Chu, Qianhua Kan, Guozheng Kang

2025Mechanics of Materials19 citationsDOI

Topics & Concepts

Crystal plasticityMaterials scienceConstitutive equationIdentification (biology)PlasticityComposite materialMechanical engineeringBiological systemStructural engineeringMechanicsArtificial intelligenceFinite element methodComputer scienceEngineeringPhysicsBotanyBiologyMicrostructure and mechanical propertiesHydrogen embrittlement and corrosion behaviors in metalsMicrostructure and Mechanical Properties of Steels
Machine learning-based constitutive parameter identification for crystal plasticity models | Litcius