Phase Identification in Synchrotron X-ray Diffraction Patterns of Ti–6Al–4V Using Computer Vision and Deep Learning
Weiqi Yue, Pawan K. Tripathi, Gabriel Ponon, Zhuldyz Ualikhankyzy, Donald W. Brown, B. Clausen, Maria Strantza, Darren C. Pagan, Matthew A. Willard, F. Ernst, Erman Ayday, Vipin Chaudhary, Roger H. French
Topics & Concepts
DiffractionBeamlineReliability (semiconductor)Materials sciencePhase (matter)Synchrotron radiationConvolutional neural networkSynchrotronComputer scienceDeep learningPopulationArtificial intelligenceOpticsPhysicsThermodynamicsQuantum mechanicsDemographyBeam (structure)SociologyPower (physics)Machine Learning in Materials ScienceX-ray Diffraction in CrystallographyNuclear Physics and Applications