# Neuro-symbolic artificial intelligence in accelerated design for 4D printing: Status, challenges, and perspectives

> Research article (Materials & Design, 2025) · cited 17× · AI/ML

**Wikidata**: [openalex:W4407723171](https://www.wikidata.org/wiki/openalex:W4407723171)  
**Source**: https://4ort.xyz/entity/neuro-symbolic-artificial-intelligence-in-accelerated-design-for-4d-printing-status-challenges-and-perspectives