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
Two scripts generated using JMP interface to R by Chris Kirchberg chris.kirchberg. Also see a short demo by Kelci Miclaus kelci.miclaus on JMP integration with R.
