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A machine-learning aided multiscale homogenization model for crystal plasticity: application for face-centered cubic single crystals

Dana Bishara, Shaofan Li

2023Computational Mechanics18 citationsDOI

Topics & Concepts

Homogenization (climate)Finite element methodMesoscale meteorologySolverMultiscale modelingComputer scienceMicromechanicsComputational Science and EngineeringMaterials scienceMechanicsStatistical physicsAlgorithmApplied mathematicsComputational scienceMathematicsStructural engineeringPhysicsEngineeringComposite numberBiologyProgramming languageEcologyBiodiversityComputational chemistryChemistryMeteorologyMachine Learning in Materials ScienceComposite Material MechanicsMicrostructure and mechanical properties
A machine-learning aided multiscale homogenization model for crystal plasticity: application for face-centered cubic single crystals | Litcius