# Inverse design of non-parametric acoustic metamaterials via transfer-learned dual variational autoencoder with latent space-based data augmentation

> Research article (Engineering Applications of Artificial Intelligence, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4409250408](https://www.wikidata.org/wiki/openalex:W4409250408)  
**Source**: https://4ort.xyz/entity/inverse-design-of-non-parametric-acoustic-metamaterials-via-transfer-learned-dual-variational-autoencoder-with-latent-sp
