# Identification of gas-liquid two-phase flow regime in pipelines with low liquid holdup based on ResNet1D-34

> Research article (Flow Measurement and Instrumentation, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4301368791](https://www.wikidata.org/wiki/openalex:W4301368791)  
**Source**: https://4ort.xyz/entity/identification-of-gas-liquid-two-phase-flow-regime-in-pipelines-with-low-liquid-holdup-based-on-resnet1d-34