A vector-retrieval plus automated-Rietveld platform identifies phases and quantifies mixtures from X-ray powder diffraction, reporting ~91% top-1 single-phase accuracy.
High-throughput and autonomous grazing incidence X-ray diffraction mapping of organic combinatorial thin-film library driven by machine learning
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MatDiffract: A Material-Informed Automated Analysis Platform for X-ray Powder Diffraction
A vector-retrieval plus automated-Rietveld platform identifies phases and quantifies mixtures from X-ray powder diffraction, reporting ~91% top-1 single-phase accuracy.