# On the usefulness of gradient information in surrogate modeling: Application to uncertainty propagation in composite material models

> Research article (Probabilistic Engineering Mechanics, 2020) · cited 22× · AI/ML

**Wikidata**: [openalex:W3005245690](https://www.wikidata.org/wiki/openalex:W3005245690)  
**Source**: https://4ort.xyz/entity/on-the-usefulness-of-gradient-information-in-surrogate-modeling-application-to-uncertainty-propagation-in-composite-mate
