# Beyond Development: Challenges in Deploying Machine-Learning Models for Structural Engineering Applications

> Research article (Journal of Structural Engineering, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4408965056](https://www.wikidata.org/wiki/openalex:W4408965056)  
**Source**: https://4ort.xyz/entity/beyond-development-challenges-in-deploying-machine-learning-models-for-structural-engineering-applications