Resources

Learn to do simple Measurements Systems Analysis (MSA)

Use the BOSCARD framework to create clear goals

Classic DOE, StatEase YouTube channel:

•There are videos for beginners, Screening designs, Optimization designs (RSM), Determine how big your DOE should be (especially important!) and many more.

•If you get Design Expert, its tutorials are excellent and so is their Handbook for Experimenters.

Bayesian optimization

•Tutorials on BrownieBee.io, ProcessOptimizer examples on GitHub

Try both methods on as many simulators as you can:

•Buffer optimization (3 factors)

•Catapult (4 factors)

•Violacein synthesis (5 factors)

•Virtual Trebuchet (11 factors, complicated constraints)

•Virtual PCR (12 factors)

Books:

•Design and Analysis of Experiments – Douglas C. Montgomery

•Formulation Simplified – Mark J. Anderson, Patrick J. Whitcomb, Martin A. Bezener

•Information Quality – Ron S. Kenett, Galit Shmueli

•

https://www.ucl.ac.uk/engineering/research/centres-institutes-and-labs/manufacturing-futures-lab

https://bezoscentre.co.uk/education/