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Ikumu Watanabe
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De-icing performance evolution with increasing hydrophobicity by regulating surface topography
Description/Abstract:
It is of great significance to grasp the role of surface topography in de-icing, which however remains unclear yet. Herein, four textured...
Keyword:
ice adhesion
,
ice detachment
,
Superhydrophobic
,
de-icing
,
interfacial strength distribution
,
simulation
, and
surface topography
Resource Type:
Article
Author:
Wei Weng
,
Xiaoyang Zheng
,
Mizuki Tenjimbayashi
,
Ikumu Watanabe
, and
Masanobu Naito
Journal:
Science and Technology of Advanced Materials
Date Uploaded:
28/12/2024
A systematic review of digital transformation technologies in museum exhibition
Description/Abstract:
Museum exhibitions, both temporary and permanent, form an essential link between a society and its cultural, historical, and artistic her...
Keyword:
Cultural heritage
,
Digital transformation technologies
,
Museum exhibitions
,
Technology and application scenario
, and
Visitor experience
Resource Type:
Article
Author:
Jingjing Li
,
Xiaoyang Zheng
,
Ikumu Watanabe
, and
Yoichi Ochiai
Journal:
Computers in Human Behavior
Date Uploaded:
20/09/2024
Comparative study of the experimentally observed and GAN-generated 3D microstructures in dual-phase steels
Description/Abstract:
In a deep-learning-based algorithm, generative adversarial networks can generate images similar to an input. Using this algorithm, an art...
Keyword:
3D microstructure generation
,
anisotropy
,
dual-phase steels
,
image-based finite element analysis
, and
multiscale modeling
Resource Type:
Article
Author:
Ikumu Watanabe
,
Keiya Sugiura
,
Ta-Te Chen
,
Toshio Ogawa
, and
Yoshitaka Adachi
Journal:
Science and Technology of Advanced Materials
Date Uploaded:
20/09/2024
Text‐to‐Microstructure Generation Using Generative Deep Learning
Description/Abstract:
Designing novel materials is greatly dependent on understanding the design principles, physical mechanisms, and modeling methods of mater...
Keyword:
deep learning
,
microstructure generation
, and
natural language processing
Resource Type:
Article
Author:
Xiaoyang Zheng
,
Ikumu Watanabe
,
Jamie Paik
,
Jingjing Li
,
Xiaofeng Guo
, and
Masanobu Naito
Journal:
Small
Date Uploaded:
19/09/2024
Multiscale Finite Element Analysis of Yield-point Phenomenon in Ferrite–Pearlite Duplex Steels
Description/Abstract:
The yield-point phenomena in ferrite–pearlite duplex steels were investigated using multiscale computational simulations. In these multis...
Keyword:
yield-point phenomenon
Resource Type:
Article
Author:
Shinnosuke Yanagawa
and
Ikumu Watanabe
Journal:
ISIJ International
Date Uploaded:
12/04/2024
Minimal-surface-based multiphase metamaterials with highly variable stiffness
Description/Abstract:
Variable-stiffness materials have a unique ability to change their stiffness reversibly in response to external stimuli or conditions. Ho...
Keyword:
Low-melting-point alloys
,
Mechanical metamaterials
,
Phase transition
,
Shape memory
,
Triply periodic minimal surfaces
, and
Variable-stiffness materials
Resource Type:
Article
Author:
Xiaoyang Zheng
,
Ikumu Watanabe
,
Siqian Wang
,
Ta-Te Chen
, and
Masanobu Naito
Journal:
Materials & Design
Date Uploaded:
12/04/2024
Multi-objective topology optimization of porous microstructure in die-bonding layer of a semiconductor
Description/Abstract:
To enhance semiconductor efficiency, it is imperative to develop a die-bonding material possessing exceptional thermal conductivity and s...
Keyword:
Multi-objective topology optimization
,
finite element analysis
,
highthroughput evaluation
,
microstructure design
, and
porous microstructure
Resource Type:
Article
Author:
Jiaxin Zhou
,
Ikumu Watanabe
,
Weikang Song
,
Keita Kambayashi
, and
Ta-Te Chen
Journal:
Science and Technology of Advanced Materials: Methods
Date Uploaded:
12/04/2024
Metamaterial Gallery
Description/Abstract:
Nine metamaterial models
Keyword:
3D geometry
,
Mechanical metamaterial
,
Model
, and
Negative Poisson's ratio
Resource Type:
Dataset
Data origin:
informatics and data sciences
Author:
Xiaoyang Zheng
and
Ikumu Watanabe
Journal:
Materials & Design
Date Uploaded:
30/10/2023
Generating 3D voxelized architected materials using 3D conditional generative adversarial network
Description/Abstract:
This tutorial aims to give an introduction of how to use a deep generative model, 3D conditional generative adversarial network (3D-CGAN)...
Keyword:
Deep learning; Generative adversarial network; Inverse design; 3D shape; Microstructure; Mechanical metamaterial
Resource Type:
Software
Data origin:
informatics and data sciences
Author:
Xiaoyang Zheng
and
Ikumu Watanabe
Journal:
Science and Technology of Advanced Materials
Date Uploaded:
14/09/2023
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
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