Machine learning-enabled self-consistent parametrically-upscaled crystal plasticity model for Ni-based superalloys
George Weber, Maxwell Pinz, Somnath Ghosh
Topics & Concepts
SuperalloyHomogenization (climate)Multiscale modelingMicrostructureMaterials scienceFinite element methodRepresentative elementary volumeSpeedupPlasticityMicromechanicsConstitutive equationNonlinear systemComputer scienceStatistical physicsStructural engineeringPhysicsEngineeringMetallurgyComposite materialParallel computingBiodiversityComposite numberQuantum mechanicsComputational chemistryChemistryEcologyBiologyComposite Material MechanicsMicrostructure and mechanical propertiesTopology Optimization in Engineering