We apply K-means clustering using a range of 2-9 clusters on our MDS-RMSD scatter plot and score each round of clustering using silhouette scores. We selected the number of clusters K maximizing total silhouette score, and then used this to partition our 1000 docked poses in MDS-RMSD space and set the number of starting poses to be used for our simulations.