# Ultrasonic defect detection in a concrete slab assisted by physics-informed neural networks

> Research article (NDT & E International, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4405398856](https://www.wikidata.org/wiki/openalex:W4405398856)  
**Source**: https://4ort.xyz/entity/ultrasonic-defect-detection-in-a-concrete-slab-assisted-by-physics-informed-neural-networks