# Ultrasonic guided wave imaging of pipelines based on physics embedded inversion neural network

> Research article (Measurement Science and Technology, 2023) · cited 14× · AI/ML

**Wikidata**: [openalex:W4385457450](https://www.wikidata.org/wiki/openalex:W4385457450)  
**Source**: https://4ort.xyz/entity/ultrasonic-guided-wave-imaging-of-pipelines-based-on-physics-embedded-inversion-neural-network