arxivcs.CEcs.LG2026-07-16
One-Shot Generative Design for Disordered Metamaterials via Self-Organizing Neural Cellular Automata
Disordered metamaterials feature microstructures with inherent randomness and irregularity, enabling them to achieve broader property coverage and superior performance unavailable in their regular counterparts. Despite their promise, designing disordered microstructures is substa…