Since HyperStudy version 2022.2 user is enabled with the possibility to auto-create a new DOE approach based on Pareto ranking. Input variables are ranked based on the percentage of their global contribution. Using the ranking, a new DOE approach can be created with only the most influential ones being active.
Look at the video below to learn more about this feature.