# Evaluation of Early Concrete Damage Caused by Chloride-Induced Steel Corrosion Using a Deep Learning Approach Based on RNN for Ultrasonic Pulse Waves

> Research article (Materials, 2023) · cited 33× · AI/ML

**Wikidata**: [openalex:W4367625539](https://www.wikidata.org/wiki/openalex:W4367625539)  
**Source**: https://4ort.xyz/entity/evaluation-of-early-concrete-damage-caused-by-chloride-induced-steel-corrosion-using-a-deep-learning-approach-based-on-r