# Subway tunnel damage detection based on in-service train dynamic response, variational mode decomposition, convolutional neural networks and long short-term memory

> Research article (Automation in Construction, 2022) · cited 69× · AI/ML

**Wikidata**: [openalex:W4225273975](https://www.wikidata.org/wiki/openalex:W4225273975)  
**Source**: https://4ort.xyz/entity/subway-tunnel-damage-detection-based-on-in-service-train-dynamic-response-variational-mode-decomposition-convolutional-n