Hi @EduardDerks,
Welcome to the Community !
Short answer : Yes, it is possible and you can try this analysis with the dataset "Functional Data/Formulation For Homogeneity DOE.jmp" from JMP sample library, using this guide from the JMP Help : Example of Functional DOE Analysis
I have done this kind of study and you can visualize the analysis, results and presentation here Use of Functional Data Explorer in a Mixture Design for Tribological Performance...
If you have more precise questions or follow-up questions, I would be more than happy to continue the discussion.
Hope this first answer will help you,
Victor GUILLER
"It is not unusual for a well-designed experiment to analyze itself" (Box, Hunter and Hunter)