# Fracture pattern prediction with random microstructure using a physics-informed deep neural networks

> Research article (Engineering Fracture Mechanics, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4229059854](https://www.wikidata.org/wiki/openalex:W4229059854)  
**Source**: https://4ort.xyz/entity/fracture-pattern-prediction-with-random-microstructure-using-a-physics-informed-deep-neural-networks