# EXTENDING CLASSICAL SURROGATE MODELING TO HIGH DIMENSIONS THROUGH SUPERVISED DIMENSIONALITY REDUCTION: A DATA-DRIVEN APPROACH

> Research article (International Journal for Uncertainty Quantification, 2020) · cited 88× · AI/ML

**Wikidata**: [openalex:W3004571839](https://www.wikidata.org/wiki/openalex:W3004571839)  
**Source**: https://4ort.xyz/entity/extending-classical-surrogate-modeling-to-high-dimensions-through-supervised-dimensionality-reduction-a-data-driven-appr