Try the Materials Informatics Toolkit, which is designed to easily handle SMILES data. This and other helpful add-ins are available in the JMP® Marketplace
Is there a way to calculate the multivariate statistical distance (MSD) in JMP? This calculation will help understand the difference between dissoulutions.