# High-accuracy recognition of gas–liquid two-phase flow patterns: A Flow–Hilbert–CNN hybrid model

> Research article (Geoenergy Science and Engineering, 2023) · cited 21× · AI/ML

**Wikidata**: [openalex:W4385337045](https://www.wikidata.org/wiki/openalex:W4385337045)  
**Source**: https://4ort.xyz/entity/high-accuracy-recognition-of-gasliquid-two-phase-flow-patterns-a-flowhilbertcnn-hybrid-model