# A novel transformer model for surface damage detection and cognition of concrete bridges

> Research article (Expert Systems with Applications, 2022) · cited 95× · AI/ML

**Wikidata**: [openalex:W4306174035](https://www.wikidata.org/wiki/openalex:W4306174035)  
**Source**: https://4ort.xyz/entity/a-novel-transformer-model-for-surface-damage-detection-and-cognition-of-concrete-bridges