# Physics-informed neural networks for topological metamaterial design and mechanical applications

> Research article (International Journal of Mechanical Sciences, 2025) · cited 23× · AI/ML

**Wikidata**: [openalex:W4411140109](https://www.wikidata.org/wiki/openalex:W4411140109)  
**Source**: https://4ort.xyz/entity/physics-informed-neural-networks-for-topological-metamaterial-design-and-mechanical-applications