A center using AI to control cell manufacturing processes — NSF AI grant $4.83M (University of Puerto Rico Mayaguez, EPSCoR)

1What it means to manufacture cells

Cell manufacturing refers to producing cells used in therapy at a consistent quality. Because the subject is alive, small differences in temperature, oxygen, nutrients, or pH show up in the result, and the same procedure can yield varying output. Bioprocess control is the practice of measuring and adjusting those conditions to stabilize quality. This award brings AI into that work.

2The EPSCoR framework

EPSCoR, named in the program field, is NSF's framework for strengthening research capacity in states and jurisdictions that receive comparatively smaller shares of NSF funding. That the recipient is the University of Puerto Rico Mayaguez and that the award is designated Collaborative Research across several institutions both reflect the character of that framework: building capacity in place rather than concentrating it.

3Obligated funds and estimated total

Obligated funds are $4,829,368 against an estimated total of $6,499,063. Multi-year awards record only what has been provided so far as obligated. The specific plan is not in this dataset, which carries no abstract, so consult the official NSF page (Award 2546505).

4Machining metal and growing living things differ

The word control stays the same while the difficulty changes with the material. Machining gives the same shape from the same drawing and the same tool. Cells, run through the same procedure, still drift, because small differences in temperature, oxygen, nutrients and pH carry into the result.

The reason for bringing AI in sits on the right. Where the best conditions cannot be settled beforehand, something has to decide from measured values how to move next — which is why bioprocess control is where AI is being asked for.