It would be a natural expectation that only major peaks, not all of them, make an important contribution to the characterization XRD pattern. We developed scheme can identify which peaks are relavant what extent by using auto-encoder technique construct feature space for peak patterns. Individual patterns projected onto single point in two-dimensional constructed method. If is significantly shi...