# Self-supervised learning-based two-phase flow regime identification using ultrasonic sensors in an S-shape riser

> Research article (Expert Systems with Applications, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4386401388](https://www.wikidata.org/wiki/openalex:W4386401388)  
**Source**: https://4ort.xyz/entity/self-supervised-learning-based-two-phase-flow-regime-identification-using-ultrasonic-sensors-in-an-s-shape-riser