Essays
Opinionated pieces on experimental design, AI in the lab, and where coatings R&D is heading.
- 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.
The methods that replace trial and error have existed for decades. They were hard to use without a statistician on staff. AI changes that. Any coatings engineer can run them now, in plain language.
Who's behind this
Hi, I'm Marcel.
Coatings engineer, lecturer for Design of Experiments at Esslingen University, and in the lab at HOBUM in Hamburg most days, testing plant-based polymers. EDH is where I write down how modern experimental design actually gets used in a coatings lab.
What you'll find here.
All of it is free. Start anywhere.
Tutorials
Step-by-step guides for getting AI tools running in your lab. Nothing assumed.
All tutorials →Tools
Free browser tools for designing and analyzing experiments. No login, your data stays on your machine.
All tools →Stuck on something in your lab?
Write me. If I can help, I'll say so. If not, I'll tell you that too.
The Batch
Updates from EDH, only when there's something worth sending.
A new essay, a workshop opening for signup, or an AI tool worth your time. No schedule, no spam. Unsubscribe in one click.
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