# Universal Solution Manifold Networks (USM-Nets): Non-Intrusive Mesh-Free Surrogate Models for Problems in Variable Domains

> Research article (Journal of Biomechanical Engineering, 2022) · cited 11× · AI/ML

**Wikidata**: [openalex:W4292608173](https://www.wikidata.org/wiki/openalex:W4292608173)  
**Source**: https://4ort.xyz/entity/universal-solution-manifold-networks-usm-nets-non-intrusive-mesh-free-surrogate-models-for-problems-in-variable-domains