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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
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15 Dec Webcast - Basic DOE Using Custom Design Platform

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JMP’s Custom DOE platform lets you easily create designs that match your problem. Using a model-oriented approach – while specifying the different types of variables and expressing variable constraints upon the process – JMP generates solutions to address virtually any DOE challenge. A previously recorded Mastering JMP webcast available here can be viewed to preview much of what will be covered in today's more hands-on webcast.  Download the files below to follow along on this webcast.