Classification, Identification, and Prediction of Crystal Structures Using Data Science

Three cases in our recent activities are presented, each of those is motivated through collaborations with experimental groups and industry. The topics include the implementation of a modern algorithm that efficiently generates crystal structure models of solid solutions, a method that identifies systematic changes reflected in XRD patterns and tells us which peaks to look out for, and the search for new crystal phases using genetic algorithms.