# Estimation of water-to-cement ratio in cementitious materials using electrochemical impedance spectroscopy and artificial neural networks

> Research article (Construction and Building Materials, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4292581525](https://www.wikidata.org/wiki/openalex:W4292581525)  
**Source**: https://4ort.xyz/entity/estimation-of-water-to-cement-ratio-in-cementitious-materials-using-electrochemical-impedance-spectroscopy-and-artificia