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Machine learning-based multi-objective optimization for efficient identification of crystal plasticity model parameters

Khem Veasna, Zhangxi Feng, Qi Zhang, Marko Knežević

2022Computer Methods in Applied Mechanics and Engineering61 citationsDOI

Topics & Concepts

PlasticityMaterials scienceConstitutive equationMartensiteFlow stressStrain rateFinite element methodHardening (computing)MechanicsStructural engineeringComposite materialEngineeringMicrostructurePhysicsLayer (electronics)Metallurgy and Material FormingMicrostructure and Mechanical Properties of SteelsHydrogen embrittlement and corrosion behaviors in metals
Machine learning-based multi-objective optimization for efficient identification of crystal plasticity model parameters | Litcius