# Accelerated inverse design of customizable acoustic metaporous structures using a CNN-GA-based hybrid optimization framework

> Research article (Applied Acoustics, 2023) · cited 30× · AI/ML

**Wikidata**: [openalex:W4379191932](https://www.wikidata.org/wiki/openalex:W4379191932)  
**Source**: https://4ort.xyz/entity/accelerated-inverse-design-of-customizable-acoustic-metaporous-structures-using-a-cnn-ga-based-hybrid-optimization-frame