# Predicting failure progressions of structural materials via deep learning based on void topology

> Research article (Acta Materialia, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4327969933](https://www.wikidata.org/wiki/openalex:W4327969933)  
**Source**: https://4ort.xyz/entity/predicting-failure-progressions-of-structural-materials-via-deep-learning-based-on-void-topology