Vincent de Boer

Recipes for restless robots, receipts for challenged mitochondria, regressions for noisy physiology.

Writing · measurement Ask It Again A judgment model gives you a number you can put behind an if-statement. Asking it the same question twice: what moves the answer, what cannot be ranked at all, and the three errors the study made along the way. vcjdeboer.github.io/jev-reliability Writing Press Play Play a record twice and you hear the same thing twice. On sealing data analysis the way a studio seals a master — and the session suite that does it. vcjdeboer.github.io/press-play Talk · slides Odyssey Classic in PyLabRobot A LI-COR Odyssey 9120 driven from PyLabRobot: near-infrared raster physics, a FastAPI lab app, and PIDinst identifiers stamped into every scan. PLR community meeting, 2026. vcjdeboer.github.io/odyssey-plr-presentation