# Enhancing the Structural Health Monitoring (SHM) through data reconstruction: Integrating 1D convolutional neural networks (1DCNN) with bidirectional long short-term memory networks (Bi-LSTM)

> Research article (Engineering Structures, 2025) · cited 19× · AI/ML

**Wikidata**: [openalex:W4411399851](https://www.wikidata.org/wiki/openalex:W4411399851)  
**Source**: https://4ort.xyz/entity/enhancing-the-structural-health-monitoring-shm-through-data-reconstruction-integrating-1d-convolutional-neural-networks-