Deep learning and crystal plasticity: A preconditioning approach for accurate orientation evolution prediction
Peyman Saidi, Hadi Pirgazi, Mehdi Sanjari, Saeed Tamimi, Mohsen Mohammadi, Laurent Karim Béland, Mark R. Daymond, Isaac Tamblyn
Topics & Concepts
Artificial neural networkArtificial intelligencePlasticityOrientation (vector space)Rotation (mathematics)Computer scienceExperimental dataSurrogate modelTexture (cosmology)AlgorithmCrystal plasticityCrystal (programming language)Machine learningMaterials scienceMathematicsGeometryStatisticsComposite materialImage (mathematics)Programming languageMachine Learning in Materials ScienceHydrogen embrittlement and corrosion behaviors in metalsMicrostructure and mechanical properties