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

Journal article

Creator

Xiaoyang Zheng (author) (Search by this author)

Xiaoyang Zheng ;

Ta-Te Chen (author) (Search by this author)

National Institute for Materials Science

Ta-Te Chen ;

Xiaoyu Jiang (author) (Search by this author)

Xiaoyu Jiang ;

Masanobu Naito (author) (Search by this author)

https://orcid.org/0000-0001-7198-819X

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

Masanobu Naito ;

Ikumu Watanabe (author) (Search by this author)

https://orcid.org/0000-0002-7693-1675

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

Ikumu Watanabe

Keyword

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

Date published

2023-12-31

Updated at

2024-01-05 22:11:52 +0900