Resource type: Software

3 records found.

Dataset
Generating 3D voxelized architected materials using 3D conditional generative adversarial network
Software
Creator
Xiaoyang Zheng (author) (Search by this author)
Center for Basic Research on Materials, National Institute for Materials Science
ORCID ;
Ikumu Watanabe (author) (Search by this author)
Center for Basic Research on Materials, National Institute for Materials Science
ORCID SAMURAI
Keyword
Deep learning; Generative adversarial network; Inverse design; 3D shape; Microstructure; Mechanical metamaterial
Date published
2023-12-31
Updated at
2024-01-05 22:11:09 +0900

readme.pdf
Tutorial for conditional generative adversarial network
Software
Creator
Xiaoyang Zheng (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Ta-Te Chen (author) (Search by this author)
;
Xiaofeng Guo (author) (Search by this author)
;
Sadaki Samitsu (author) (Search by this author)
;
Ikumu Watanabe (author) (Search by this author)
Keyword
Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial
Date published
2021-10-18
Updated at
2024-01-05 22:11:25 +0900

Dataset
Ptychographical reconstruction code by Wigner Distribution Deconvolution (WDD)
Software
Creator
Nakazawa Katsuaki (author) (Search by this author)
ICYS, National Institute for Materials Science
ORCID SAMURAI ;
Mitsuishi Kazutaka (author) (Search by this author)
Research Center for Advanced Measurement and Characterization, National Institute for Materials Science
ORCID SAMURAI
Keyword
ptychography, 4DSTEM, electron microscopy, Wigner distribution deconvolution, aberration correction
Date published
2022-11-30
Updated at
2023-02-03 17:43:11 +0900