# Physics guided deep learning for generative design of crystal materials with symmetry constraints

> Research article (npj Computational Materials, 2023) · cited 103× · AI/ML

**Wikidata**: [openalex:W4360976356](https://www.wikidata.org/wiki/openalex:W4360976356)  
**Source**: https://4ort.xyz/entity/physics-guided-deep-learning-for-generative-design-of-crystal-materials-with-symmetry-constraints