# Effects of variability in experimental database on machine-learning-based prediction of ultimate load of circular concrete-filled steel tubes

> Research article (Measurement, 2021) · cited 34× · AI/ML

**Wikidata**: [openalex:W3135524811](https://www.wikidata.org/wiki/openalex:W3135524811)  
**Source**: https://4ort.xyz/entity/effects-of-variability-in-experimental-database-on-machine-learning-based-prediction-of-ultimate-load-of-circular-concre