# Predictions of loading capacity and stiffness of corroded circular steel tubes based on artificial neural networks

> Research article (Mechanics of Advanced Materials and Structures, 2022) · cited 11× · AI/ML

**Wikidata**: [openalex:W4282914825](https://www.wikidata.org/wiki/openalex:W4282914825)  
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