# A CNN deep learning approach to scour depth estimation around complex bridge piers in steady flow environments

> Research article (Advances in Bridge Engineering, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4411770388](https://www.wikidata.org/wiki/openalex:W4411770388)  
**Source**: https://4ort.xyz/entity/a-cnn-deep-learning-approach-to-scour-depth-estimation-around-complex-bridge-piers-in-steady-flow-environments