24 citations · 37 across the 2 of their papers we have counts for
2 papers
physics.comp-ph2020★ 13 cited
Feature space of XRD patterns constructed by auto-encorder
Keishu Utimula, Masao Yano, Hiroyuki Kimoto +3
It would be a natural expectation that only major peaks, not all of them, would make an important contribution to the characterization of the XRD pattern. We developed a scheme tha…
physics.comp-ph2018★ 24 cited
Machine learning clustering technique applied to powder X-ray diffraction patterns to distinguish alloy substitutions
Keishu Utimula, Rutchapon Hunkao, Masao Yano +5
We applied the clustering technique using DTW (dynamic time wrapping) analysis to XRD (X-ray diffraction) spectrum patterns in order to identify the microscopic structures of subst…