k-Means Clustering in Fingerprint-Based Configuration Selection for Fitting Interatomic Potentials

-means algorithm and used only as a test set, their energy and force predictions showed similar precision to those when they were included. This indicates that the overlapping configurations in the 2D t-SNE space indeed imply potential information redundancy among the atomistic configurations.