# End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks

> Research article (Biomedical Engineering Advances, 2022) · cited 47× · AI/ML

**Wikidata**: [openalex:W4281620463](https://www.wikidata.org/wiki/openalex:W4281620463)  
**Source**: https://4ort.xyz/entity/end-to-end-prediction-of-multimaterial-stress-fields-and-fracture-patterns-using-cycle-consistent-adversarial-and-transf