# Inverse design of phononic crystals for anticipated wave propagation by integrating deep learning and semi-analytical approach

> Research article (Acta Mechanica, 2023) · cited 33× · AI/ML

**Wikidata**: [openalex:W4383376436](https://www.wikidata.org/wiki/openalex:W4383376436)  
**Source**: https://4ort.xyz/entity/inverse-design-of-phononic-crystals-for-anticipated-wave-propagation-by-integrating-deep-learning-and-semi-analytical-ap