# Track vertical irregularity estimation for railway bridges using a novel and lightweight deep-learning architecture

> Research article (Vehicle System Dynamics, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4400458820](https://www.wikidata.org/wiki/openalex:W4400458820)  
**Source**: https://4ort.xyz/entity/track-vertical-irregularity-estimation-for-railway-bridges-using-a-novel-and-lightweight-deep-learning-architecture