# A convolutional neural network-based deep learning approach for predicting surface chloride concentration of concrete in marine tidal zones

> Research article (Scientific Reports, 2025) · cited 32× · AI/ML

**Wikidata**: [openalex:W4412784596](https://www.wikidata.org/wiki/openalex:W4412784596)  
**Source**: https://4ort.xyz/entity/a-convolutional-neural-network-based-deep-learning-approach-for-predicting-surface-chloride-concentration-of-concrete-in