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Schematic illustration of the application of the K-means algorithm to the clustering of water molecules. Circles represent the center of mass of a given cluster, squares represent the center of mass of water molecules, and shaded regions represent the allocation of waters to each cluster in a color-coded fashion. Reprinted with permission of Journal of Physical Chemistry B.9
