# Inverse design of nano-sized FGM phononic crystals with anticipated band gaps using probabilistic generation based deep-learning network

> Research article (Engineering Structures, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4398243194](https://www.wikidata.org/wiki/openalex:W4398243194)  
**Source**: https://4ort.xyz/entity/inverse-design-of-nano-sized-fgm-phononic-crystals-with-anticipated-band-gaps-using-probabilistic-generation-based-deep-