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17:51
YouTube
BIOMANUFACTURING AND FERMENTATION
Thinking in Experiments. How AI Changes DoE Fundamentals (Part-1)
Thinking in experiments under an AI‑rich toolbox requires re‑centering on first principles: biological systems are interactive, nonlinear, and noisy; DoE is still the most defensible way to interrogate them; and AI is useful only to the extent that it operates inside that logic. The sub‑topics below articulate how classical DoE concepts ...
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2 weeks ago
DFMA Design for Manufacturing and Assembly
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Design for Manufacturing and Assembly (DfMA) can transform the way we build in the near future. Now, a lot of construction work is done on site - noisy, dusty, level-by-level. With DfMA, building components such as precast walls are built using precision robotics and automation in a factory, like a manufacturing process. See this video which shows precast walls being manufactured in an Integrated Construction and Prefabrication Hub (ICPH), packed and shipped off, just in time, to be assembled on
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