Crystal-structure design by agentic AI in a language of motifs
MatEvolve is an agentic AI framework that designs crystals using a language of geometric motifs instead of traditional methods. It treats crystal structures as editable text profiles describing recurring patterns. This approach allows the AI to iteratively design new, stable crystal prototypes, outperforming generative models in finding novel structures when validated.