# Experiments and finite element analysis for detecting the embedded defects in concrete using PZT transducers

> Research article (Construction and Building Materials, 2021) · cited 14× · AI/ML

**Wikidata**: [openalex:W3157903354](https://www.wikidata.org/wiki/openalex:W3157903354)  
**Source**: https://4ort.xyz/entity/experiments-and-finite-element-analysis-for-detecting-the-embedded-defects-in-concrete-using-pzt-transducers