Skip to Content
Toggle navigation
Home
About
Help
Contact
Login
Search MDR
Go
Search Constraints
Start Over
Filtering by:
Author
Ikumu Watanabe
Remove constraint Author: Ikumu Watanabe
Author
Sadaki Samitsu
Remove constraint Author: Sadaki Samitsu
Author
Xiaofeng Guo
Remove constraint Author: Xiaofeng Guo
Author
Xiaoyang Zheng
Remove constraint Author: Xiaoyang Zheng
Visibility
open
Remove constraint Visibility: open
1
-
2
of
2
Sort by relevance
relevance
date uploaded ▼
date uploaded ▲
date modified ▼
date modified ▲
Number of results to display per page
10 per page
10
per page
20
per page
50
per page
100
per page
View results as:
List
Gallery
Masonry
Slideshow
Search Results
Tutorial for conditional generative adversarial network
Description/Abstract:
This tutorial aims to give an introduction of how to use a deep generative model, conditional generative adversarial network (CGAN). The ...
Keyword:
Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial
Resource Type:
Software
Data origin:
informatics and data science
Author:
Xiaoyang Zheng
,
Ta-Te Chen
,
Xiaofeng Guo
,
Sadaki Samitsu
, and
Ikumu Watanabe
Journal:
Materials & Design
Date Uploaded:
21/03/2023
Controllable inverse design of auxetic metamaterials using deep learning
Description/Abstract:
As typical mechanical metamaterials with negative Poisson's ratios, auxetic metamaterials exhibit counterintuitive auxetic behaviors tha...
Keyword:
Additive manufacturing
,
Generative adversarial network
,
Metamaterial
,
Negative Poisson’s ratio
, and
Voronoi tessellation
Resource Type:
Article
Author:
Xiaoyang Zheng
,
Ta-Te Chen
,
Xiaofeng Guo
,
Sadaki Samitsu
, and
Ikumu Watanabe
Date Uploaded:
28/02/2023
Toggle facets
Limit your search
Type of work
Dataset
1
Publication
1
Keyword
Additive manufacturing
1
Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial
1
Generative adversarial network
1
Metamaterial
1
Negative Poisson’s ratio
1
more
Keywords
»
Language
English
1
Publisher
Elsevier BV
2
Resource type
Article
1
Software
1
Visibility
open
[remove]
2
Rights Statement Sim
Creative Commons BY Attribution 4.0 International
2
Data origin
informatics and data science
1
Author
Ikumu Watanabe
[remove]
2
Sadaki Samitsu
[remove]
2
Ta-Te Chen
2
Xiaofeng Guo
[remove]
2
Xiaoyang Zheng
[remove]
2
Funder
Japan Society for the Promotion of Science
1
Journal
Materials & Design
1