# Advanced neural network prediction and system identification of liquid-liquid flow patterns in circular microchannels with varying angle of confluence

> Research article (Chemical Engineering Journal, 2016) · cited 64× · AI/ML

**Wikidata**: [openalex:W2536090897](https://www.wikidata.org/wiki/openalex:W2536090897)  
**Source**: https://4ort.xyz/entity/advanced-neural-network-prediction-and-system-identification-of-liquid-liquid-flow-patterns-in-circular-microchannels-wi