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
A presentation from the JMP Discovery Summit 2014 showing how to use DOE to optimize High Speed circuitry interconnects using SiSoft software. By Richard Allred