A data-driven XRD analysis protocol for phase identification and phase-fraction prediction of multiphase inorganic compounds
Jin-Woong Lee, Woon Bae Park, Minseuk Kim, Satendra Pal Singh, Myoungho Pyo, Kee‐Sun Sohn
Abstract
A CNN model with 6 convolution layers is used for phase identification.
Topics & Concepts
Phase (matter)Identification (biology)Protocol (science)Materials scienceFraction (chemistry)Chemical engineeringComputer scienceChemistryChromatographyEngineeringOrganic chemistryBiologyMedicineBotanyAlternative medicinePathologyX-ray Diffraction in CrystallographyMachine Learning in Materials ScienceNuclear Physics and Applications