# Embedding physical knowledge in deep neural networks for predicting the phonon dispersion curves of cellular metamaterials

> Research article (Computational Mechanics, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4366405316](https://www.wikidata.org/wiki/openalex:W4366405316)  
**Source**: https://4ort.xyz/entity/embedding-physical-knowledge-in-deep-neural-networks-for-predicting-the-phonon-dispersion-curves-of-cellular-metamateria