June 11, 2024, 4:49 a.m. | Yanyan Yang, Lili Wang, Xiaoya Zhai, Kai Chen, Wenming Wu, Yunkai Zhao, Ligang Liu, Xiao-Ming Fu

cs.LG updates on arXiv.org arxiv.org

arXiv:2401.13570v2 Announce Type: replace-cross
Abstract: Mechanical metamaterial is a synthetic material that can possess extraordinary physical characteristics, such as abnormal elasticity, stiffness, and stability, by carefully designing its internal structure. To make metamaterials contain delicate local structures with unique mechanical properties, it is a potential method to represent them through high-resolution voxels. However, it brings a substantial computational burden. To this end, this paper proposes a fast inverse design method, whose core is an advanced deep generative AI algorithm, to …

abstract arxiv cs.ce cs.lg design designing diffusion elasticity material potential replace stability synthetic them through type unique

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