# A metaheuristic-guided machine learning approach for concrete strength prediction with high mix design variability using ultrasonic pulse velocity data

> Research article (Developments in the Built Environment, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4386171697](https://www.wikidata.org/wiki/openalex:W4386171697)  
**Source**: https://4ort.xyz/entity/a-metaheuristic-guided-machine-learning-approach-for-concrete-strength-prediction-with-high-mix-design-variability-using