# Smart Aggregate‐Based Concrete Stress Monitoring via 1D CNN Deep Learning of Raw Impedance Signals

> Research article (Structural Control and Health Monitoring, 2024) · cited 36× · AI/ML

**Wikidata**: [openalex:W4392618205](https://www.wikidata.org/wiki/openalex:W4392618205)  
**Source**: https://4ort.xyz/entity/smart-aggregatebased-concrete-stress-monitoring-via-1d-cnn-deep-learning-of-raw-impedance-signals
