A great new way to get more accurate models with fewer runs in DoE. Using Self-Validating Ensemble models (SVEM)
Introduction the the SVEM
https://community.jmp.com/t5/Discovery-Summit-Europe-2021/Re-Thinking-the-Design-and-Analysis-of-Experiments-2021-EU-30MP/ta-p/349240
Deeper dive into the technique
https://community.jmp.com/t5/Discovery-Summit-Europe-2021/SVEM-A-Paradigm-Shift-in-Design-and-Analysis-of-Experiments-2021/ta-p/349244