Nature, Published online: 11 November 2026; doi:10.1038/s41586-026-11191-2

A network-science-based framework that embeds network heterogeneity into mechanical metamaterials is used to produce scale-rich metamaterials that exhibit properties inaccessible to traditional single-scale systems.