# Machine learning-driven seismic failure mode identification of reinforced concrete shear walls based on PCA feature extraction

> Research article (Structures, 2022) · cited 69× · AI/ML

**Wikidata**: [openalex:W4293415892](https://www.wikidata.org/wiki/openalex:W4293415892)  
**Source**: https://4ort.xyz/entity/machine-learning-driven-seismic-failure-mode-identification-of-reinforced-concrete-shear-walls-based-on-pca-feature-extr