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The design workflow of automated crystal structure classification. initially, each crystal structure is represented by the two-dimensional diffraction fingerprint. Then, a little subset of these buildings are used as teaching set to make a classification product. particularly, a convolutional neural community is utilized, and optimized minimizing t