# A Flow Rate Estimation Method for Gas–Liquid Two-Phase Flow Based on Transformer Neural Network

> Research article (IEEE Sensors Journal, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4400228686](https://www.wikidata.org/wiki/openalex:W4400228686)  
**Source**: https://4ort.xyz/entity/a-flow-rate-estimation-method-for-gasliquid-two-phase-flow-based-on-transformer-neural-network