# Data-driven metamaterial design with Laplace-Beltrami spectrum as “shape-DNA”

> Research article (Structural and Multidisciplinary Optimization, 2020) · cited 60× · AI/ML

**Wikidata**: [openalex:W3008095381](https://www.wikidata.org/wiki/openalex:W3008095381)  
**Source**: https://4ort.xyz/entity/data-driven-metamaterial-design-with-laplace-beltrami-spectrum-as-shape-dna