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Resource type
Journal article(44)
Dataset(1)
Software(1)
Keyword
Mechanical metamaterials (5)
finite element method (5)
Elastic-plastic material (3)
finite element analysis (3)
indentation (3)
instrumented indentation test (3)
Ductile fracture (2)
Metamaterial (2)
Negative Poisson’s ratio (2)
aluminum alloy (2)
(more)
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Creative Commons BY Attribution 4.0 International (28)
In Copyright (8)
Creative Commons BY-NC Attribution-NonCommercial 4.0 International (7)
Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (3)
File type
application/pdf (44)
application/zip (2)
46 records found.
Modular metamaterials with deep learning–enabled customizable stress–strain responses
Journal article
Creator
Xiaofeng Guo
(author) (
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)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
Xiaofeng Guo
;
Miaomiao He
(author) (
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)
Miaomiao He
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
;
Jiaxin Zhou
(author) (
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)
https://orcid.org/0000-0001-7681-1668
NIMS Researchers Directory SAMURAI
Jiaxin Zhou
;
Takayuki Yamada
(author) (
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)
https://orcid.org/0000-0002-5349-6690
(unauthenticated)
Takayuki Yamada
;
Yong Yi
(author) (
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)
Yong Yi
;
Xiaoyang Zheng
(author) (
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)
https://orcid.org/0000-0003-1452-5855
Xiaoyang Zheng
Keyword
Mechanical metamaterials
,
Deep learning
,
Inverse design
,
Nonlinear mechanical property
,
Modular material
Date published
2026-01-30
Updated at
2026-02-27 16:30:39 +0900
High-throughput evaluation of stress–strain relationships in Ni–Co–Cr ternary systems via indentation testing of diffusion couples
Journal article
Creator
Kenta Goto
(author) (
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)
https://orcid.org/0000-0002-0102-0658
(unauthenticated)
National Institute for Materials Science
Kenta Goto
;
Ayako Ikeda
(author) (
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)
https://orcid.org/0000-0002-1705-9004
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ayako Ikeda
;
Toshio Osada
(author) (
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)
https://orcid.org/0000-0003-1539-9264
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Toshio Osada
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
;
Kyoko Kawagishi
(author) (
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)
https://orcid.org/0000-0001-7652-9232
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Kyoko Kawagishi
;
Takahito Ohmura
(author) (
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)
https://orcid.org/0000-0001-7528-566X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takahito Ohmura
Keyword
Combinatorial experiment
,
Nanoindentation
,
Nickel-based superalloy
,
Elastoplastic deformation
,
Solid solution hardening
Date published
2022-04-04
Updated at
2025-12-09 16:30:16 +0900
Computational microstructure design for mechanical property optimization: a review
Journal article
Creator
Keita Kambayashi
(author) (
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)
https://orcid.org/0009-0008-6439-1721
(unauthenticated)
Keita Kambayashi
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
Keyword
microstructures
,
mechanical metamaterials
,
computational design
,
topology optimization
,
deep learning-based design
Date published
2025-12-31
Updated at
2025-11-27 08:30:04 +0900
Metamaterial robotics
Journal article
Creator
Xiaoyang Zheng
(author) (
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)
https://orcid.org/0000-0003-1452-5855
Xiaoyang Zheng
;
Yuhao Jiang
(author) (
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)
https://orcid.org/0000-0002-3636-0230
(unauthenticated)
Yuhao Jiang
;
Mustafa Mete
(author) (
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)
https://orcid.org/0000-0002-2665-1966
(unauthenticated)
Mustafa Mete
;
Jingjing Li
(author) (
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)
https://orcid.org/0000-0002-6524-3105
(unauthenticated)
Jingjing Li
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
;
Takayuki Yamada
(author) (
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)
https://orcid.org/0000-0002-5349-6690
(unauthenticated)
Takayuki Yamada
;
Jamie Paik
(author) (
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)
https://orcid.org/0000-0003-3869-213X
(unauthenticated)
Jamie Paik
Keyword
mechanical metamaterials
,
reconfigurable robotics
,
artificial intelligence
Date published
2025-11-19
Updated at
2025-11-20 16:30:08 +0900
メタマテリアルの逆問題デザイン(<特集>マテリアル分野におけるデータ駆動研究の進展)
Journal article
Creator
鄭 銷陽
(author) (
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)
鄭 銷陽
;
渡邊 育夢
(author) (
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)
https://orcid.org/0000-0002-7693-1675
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
渡邊 育夢
Keyword
Mechanical metamaterials
,
Computational microstructure design
,
Finite element method
Date published
2025-04-05
Updated at
2025-11-10 16:30:19 +0900
Robust sequential algorithm for plasticity–micromorphic damage coupling in polycrystalline ductile fracture analysis
Journal article
Creator
Tianwen Tan
(author) (
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)
https://orcid.org/0000-0003-1898-9331
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Tianwen Tan
;
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
Ductile fracture
,
Rate–independent single crystal plasticity
,
Robustness
,
Micromorphic damage mechanism
,
Finite strain
Date published
2025-10-24
Updated at
2025-11-10 12:30:22 +0900
Computational design of mechanical metamaterials through misaligned periodic microstructure
Journal article
Creator
Jiaxin Zhou
(author) (
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)
https://orcid.org/0000-0001-7681-1668
NIMS Researchers Directory SAMURAI
Jiaxin Zhou
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
;
Keita Kambayashi
(author) (
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)
https://orcid.org/0009-0008-6439-1721
(unauthenticated)
Keita Kambayashi
Keyword
Microstructure design
,
Misaligned periodicity
,
Finite element method
,
Topology optimization
,
Negative Poisson’s ratio
,
Mechanical metamaterials
Date published
2025-03-20
Updated at
2025-04-23 08:30:17 +0900
Spring-based mechanical metamaterials with deep-learning-accelerated design
Journal article
Creator
Xiaofeng Guo
(author) (
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)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
Xiaofeng Guo
;
Xiaoyang Zheng
(author) (
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)
https://orcid.org/0000-0003-1452-5855
Xiaoyang Zheng
;
Jiaxin Zhou
(author) (
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)
https://orcid.org/0000-0001-7681-1668
NIMS Researchers Directory SAMURAI
Jiaxin Zhou
;
Takayuki Yamada
(author) (
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)
https://orcid.org/0000-0002-5349-6690
(unauthenticated)
Takayuki Yamada
;
Yong Yi
(author) (
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)
https://orcid.org/0000-0003-0627-5446
(unauthenticated)
Yong Yi
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
Keyword
Mechanical metamaterial
Date published
2025-03-06
Updated at
2025-04-23 08:30:21 +0900
Gradient-enhanced ductile fracture constitutive modeling in implicit two-scale finite element analysis
Journal article
Creator
Tianwen Tan
(author) (
Search by this author
)
https://orcid.org/0000-0003-1898-9331
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Tianwen Tan
;
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
Ductile fracture
,
Mesh dependency
,
Micromorphic theory
,
Length scale
,
Finite strains
Date published
2025-01-08
Updated at
2025-04-02 16:30:35 +0900
Text‐to‐Microstructure Generation Using Generative Deep Learning
Journal article
Creator
Xiaoyang Zheng
(author) (
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)
https://orcid.org/0000-0003-1452-5855
Xiaoyang Zheng
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
;
Jamie Paik
(author) (
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)
https://orcid.org/0000-0003-3869-213X
(unauthenticated)
Jamie Paik
;
Jingjing Li
(author) (
Search by this author
)
https://orcid.org/0000-0002-6524-3105
(unauthenticated)
Jingjing Li
;
Xiaofeng Guo
(author) (
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)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
Xiaofeng Guo
;
Masanobu Naito
(author) (
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)
https://orcid.org/0000-0001-7198-819X
NIMS Researchers Directory SAMURAI
Masanobu Naito
Keyword
microstructure generation
,
deep learning
,
natural language processing
Date published
2024-05-21
Updated at
2024-09-20 08:30:21 +0900
Keyword
Mechanical metamaterials
(5)
finite element method
(5)
Elastic-plastic material
(3)
finite element analysis
(3)
indentation
(3)
instrumented indentation test
(3)
Ductile fracture
(2)
Metamaterial
(2)
Negative Poisson’s ratio
(2)
aluminum alloy
(2)
anisotropy
(2)
deep learning
(2)
finite element simulation
(2)
image-based finite element analysis
(2)
material database
(2)
mechanical metamaterials
(2)
mechanical testing
(2)
microextrusion
(2)
microtexture
(2)
multiscale modeling
(2)
response surface
(2)
severe plastic deformation
(2)
size effect
(2)
texture
(2)
yield-point phenomenon
(2)
ice adhesion
(1)
ice detachment
(1)
3D geometry
(1)
3D microstructure generation
(1)
3D printing
(1)
AFM
(1)
Additive manufacturing
(1)
Advanced high-strength steel
(1)
Aluminum alloy sheets
(1)
Architected materials
(1)
Atomic force microscopy
(1)
Buckling
(1)
CFRP
(1)
Combinatorial experiment
(1)
Computational microstructure design
(1)
Covalent adaptable network polymer
(1)
Cultural heritage
(1)
Deep learning
(1)
Deep learning; Generative adversarial network; Inverse design; 3D shape; Microstructure; Mechanical metamaterial
(1)
Deep neural network
(1)
Digital transformation technologies
(1)
Elastoplastic deformation
(1)
Electroless plating
(1)
Finite element method
(1)
Finite element method
(1)
Finite elements
(1)
Finite strain
(1)
Finite strains
(1)
GTA welding
(1)
Generative adversarial network
(1)
Imperfection
(1)
Indentation
(1)
Inverse analysis
(1)
Inverse design
(1)
Length scale
(1)
Low-melting-point alloys
(1)
Material modeling
(1)
Mechanical metamaterial
(1)
Mechanical metamaterial
(1)
Mechanical testing
(1)
Mesh dependency
(1)
Micromorphic damage mechanism
(1)
Micromorphic theory
(1)
Microstructure design
(1)
Minimal surface
(1)
Misaligned periodicity
(1)
Model
(1)
Modular material
(1)
Multi-objective topology optimization
(1)
Multiaxial material testing
(1)
Museum exhibitions
(1)
Nanoindentation
(1)
Natural language processing
(1)
Negative Poisson's ratio
(1)
Negative Poisson’s ratio
(1)
Negative Poisson’s ratios
(1)
Nickel-based superalloy
(1)
Nonlinear mechanical property
(1)
Phase transition
(1)
Rate–independent single crystal plasticity
(1)
Robustness
(1)
Shape memory
(1)
Shape-memory polymers
(1)
Soft robotics
(1)
Solid solution hardening
(1)
Stress
(1)
Superhydrophobic
(1)
Technology and application scenario
(1)
Topology optimization
(1)
Triply periodic minimal surfaces
(1)
Variable-stiffness materials
(1)
Visitor experience
(1)
Vlassak–Nix model
(1)
Voronoi lattices
(1)
Voronoi tessellation
(1)
Wire and arc additive manufacturing
(1)
anisotropic elasticity
(1)
artificial intelligence
(1)
bimodal Titanium
(1)
computational design
(1)
computational fluid dynamics
(1)
creep deformation
(1)
crystal plasticity
(1)
crystallite orientation
(1)
de-icing
(1)
deep learning-based design
(1)
digital microstructure code
(1)
dual phase steel
(1)
dual-phase steels
(1)
elastic modulus
(1)
equal channel angular extrusion
(1)
ferrite–pearlite duplex steels
(1)
fibrous porous media
(1)
finite elements
(1)
flow stress
(1)
friction model
(1)
generative adversarial network
(1)
grain size
(1)
grains and interfaces
(1)
hardness
(1)
harmonic structure
(1)
heat transfer device
(1)
heterogeneous microstructure
(1)
high-temperature nano-indentation
(1)
highthroughput evaluation
(1)
instrumented indentation
(1)
interfacial strength distribution
(1)
inverse design
(1)
knowledge extraction
(1)
large strain
(1)
lightweight materials
(1)
materials informatics
(1)
mechanical properties
(1)
micro residual stresses
(1)
microstructure design
(1)
microstructure generation
(1)
microstructures
(1)
multiscale characterization
(1)
nanoindentation
(1)
natural language processing
(1)
nickel-based superalloy
(1)
numerical analysis
(1)
numerical integration
(1)
porous microstructure
(1)
powder metallurgy
(1)
reconfigurable robotics
(1)
relation extraction
(1)
scattering
(1)
serial sectioning
(1)
shape-morphing polymer material
(1)
simulation
(1)
small round-bar tensile test
(1)
stainless steel
(1)
strain-rate-dependent plasticity
(1)
strengthening
(1)
stress-triaxiality
(1)
sub-modeling
(1)
surface topography
(1)
synchrotron X-ray diffraction
(1)
tension test
(1)
thermal gradients
(1)
topological alternation
(1)
topology optimization
(1)
tribology
(1)
weakly supervised learning
(1)
RDE metadata def
RDE invoice schema
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