# Development of Gas–Liquid Flow Regimes Identification Using a Noninvasive Ultrasonic Sensor, Belt-Shape Features, and Convolutional Neural Network in an S-Shaped Riser

> Research article (IEEE Transactions on Cybernetics, 2021) · cited 31× · AI/ML

**Wikidata**: [openalex:W3179746777](https://www.wikidata.org/wiki/openalex:W3179746777)  
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