# Machine learning-driven feature importance appraisal of seismic parameters on tunnel damage and seismic fragility prediction

> Research article (Engineering Applications of Artificial Intelligence, 2024) · cited 32× · AI/ML

**Wikidata**: [openalex:W4401413859](https://www.wikidata.org/wiki/openalex:W4401413859)  
**Source**: https://4ort.xyz/entity/machine-learning-driven-feature-importance-appraisal-of-seismic-parameters-on-tunnel-damage-and-seismic-fragility-predic