# Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams

> Research article (Computer Methods in Applied Mechanics and Engineering, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4404917216](https://www.wikidata.org/wiki/openalex:W4404917216)  
**Source**: https://4ort.xyz/entity/physics-augmented-neural-networks-for-constitutive-modeling-of-hyperelastic-geometrically-exact-beams