# Effects of defects on the transverse mechanical response of unidirectional fibre-reinforced polymers: DEM simulation and deep learning prediction

> Research article (Composite Structures, 2023) · cited 22× · AI/ML

**Wikidata**: [openalex:W4381989068](https://www.wikidata.org/wiki/openalex:W4381989068)  
**Source**: https://4ort.xyz/entity/effects-of-defects-on-the-transverse-mechanical-response-of-unidirectional-fibre-reinforced-polymers-dem-simulation-and-
