The atoms sometimes form periodic configurations that correspond to nanowires or slabs. We filter out these types of structures by discarding clusters that have a minimum distance between periodic images smaller than 1.5 times the atomic nearest neighbor distance. We also screen for discontiguous clusters using this same criterion and discard any discontiguous clusters that are identified.