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Deep-learning-based inverse design of three-dimensional architected cellular materials with the target porosity and stiffness using voxelized Voronoi lattices

Description/Abstract:

Architected cellular materials are a class of artificial materials with cellular architecture-dependent properties. Typically, designing ...

Keyword:

Architected materials, Voronoi lattices, finite element simulation, generative adversarial network, inverse design, and mechanical properties

Resource Type:

Article

Author:

Xiaoyang Zheng, Ta-Te Chen, Xiaoyu Jiang, Masanobu Naito, and Ikumu Watanabe

Date Uploaded:

28/02/2023

Deep-learning-based inverse design of three-dimensional architected cellular materials with the target porosity and stiffness using voxelized Voronoi lattices

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