# Microfluidic Devices Controlled by Machine Learning with Failure Experiments

> Research article (Analytical Chemistry, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W4224443980](https://www.wikidata.org/wiki/openalex:W4224443980)  
**Source**: https://4ort.xyz/entity/microfluidic-devices-controlled-by-machine-learning-with-failure-experiments