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
Enjoying JMP on air episodes in lockdown. Would be nice to have Joseph Morgan expand more on covering array especially variable strength covering arrays, and design and analysis of experiments with order factors.