disordered metamaterials 1generative design 1machine learning 1mechanical cloaking 1neural cellular automata 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CE2026
One-Shot Generative Design for Disordered Metamaterials via Self-Organizing Neural Cellular Automata
Yujie Xiang, Liwei Wang
The paper introduces a generative design framework that uses neural cellular automata to grow disordered metamaterial microstructures from a single training template, allowing cont…
cs.CE2025
Data-Driven Topology Optimization for Multiscale Biomimetic Spinodal Design
Shiguang Deng, Doksoo Lee, Aaditya Chandrasekhar +4
Spinodoid architected materials have drawn significant attention due to their unique nature in stochasticity, aperiodicity, and bi-continuity. Compared to classic periodic truss-,…