Machine learning based surrogate modeling approach for mapping crystal deformation in three dimensions
Anup Pandey, Reeju Pokharel
Topics & Concepts
Materials scienceDeformation (meteorology)Ultimate tensile strengthFace (sociological concept)Crystal plasticityCrystalliteSingle crystalWork (physics)Orientation (vector space)Surrogate modelPlasticityField (mathematics)Crystal (programming language)Sample (material)Cubic crystal systemArtificial intelligenceMachine learningMechanical engineeringComputer scienceComposite materialMetallurgyCrystallographyGeometryThermodynamicsEngineeringChemistrySociologySocial scienceProgramming languagePhysicsMathematicsPure mathematicsMachine Learning in Materials ScienceMicrostructure and mechanical propertiesHydrogen embrittlement and corrosion behaviors in metals