Essays
What I think about experimental design, AI in the lab, and where coatings R&D is going.
- Stop asking how to use AI. Start building.
- Everyone gets their own software
- You no longer need to know DoE to use it
Experimental · Design · Hub
End trial and error
in coatings R&D.
Learn from every experiment you already ran and use that to pick the next one. I'll show you how AI makes this easy.
Who's behind this
Hi, I'm Marcel.
Coatings engineer. I teach Design of Experiments at Esslingen University and spend most days in the lab at HOBUM in Hamburg, testing biobased polymers based on vegetable oils. EDH is where I write about how I use and think about AI and modern experimental design in the lab.
What you'll find here.
Learn
About Design of Experiments, Bayesian optimization and AI agents, and how to use them to plan better experiments.
Start learning →Tools
Some tools I developed for my daily practice that might also be useful to you.
All tools →Do you need help with anything?
Write me and I'll tell you how I can help.
The Batch