# An innovative deep neural network coordinating with percussion-based technique for automatic detection of concrete cavity defects

> Research article (Construction and Building Materials, 2023) · cited 26× · AI/ML

**Wikidata**: [openalex:W4385518093](https://www.wikidata.org/wiki/openalex:W4385518093)  
**Source**: https://4ort.xyz/entity/an-innovative-deep-neural-network-coordinating-with-percussion-based-technique-for-automatic-detection-of-concrete-cavit