# Machine learning accelerated MMC-based topology optimization for sound quality enhancement of serialized acoustic structures

> Research article (Structural and Multidisciplinary Optimization, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4396828145](https://www.wikidata.org/wiki/openalex:W4396828145)  
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