# Identification of two-phase flow patterns in Z-shaped offshore pipelines based on deep learning technologies

> Research article (Ocean Engineering, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4389359709](https://www.wikidata.org/wiki/openalex:W4389359709)  
**Source**: https://4ort.xyz/entity/identification-of-two-phase-flow-patterns-in-z-shaped-offshore-pipelines-based-on-deep-learning-technologies