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
Summary Handout for Design of Experiments (DOE) Tutorial on "Real-World DOE Problems" Included are references to many DOE Textbooks, journal articles, and websites.