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Deep-learning-based inverse design of three-dimensional architected cellular materials with the target porosity and stiffness using voxelized Voronoi lattices
Article
Creator
Xiaoyang Zheng ; Ta-Te Chen ; Xiaoyu Jiang ;
Masanobu Naito
;
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
Keyword
mechanical properties
(11)
martensitic transformation
(2)
microstructure
(2)
nanoindentation
(2)
(3-glycidoxypropyl) trimethoxysilane
(1)
3D network
(1)
Architected materials
(1)
Ausforming
(1)
CNC milling
(1)
CP-titanium
(1)
FEM analysis
(1)
Hastelloy X alloy
(1)
Hydroxyapatite/collagen nanocomposite
(1)
Spark plasma sintering
(1)
Voronoi lattices
(1)
aerogels
(1)
bainitic transformation
(1)
biocompatibility
(1)
boehmite nanofibers
(1)
bone paste
(1)
boride
(1)
bulk metallic glass
(1)
cermets
(1)
composites
(1)
deformation
(1)
elemental composition
(1)
finite element simulation
(1)
generative adversarial network
(1)
glass transition temperature
(1)
graphene
(1)
in situ TEM
(1)
in-situ neutron diffraction
(1)
inverse design
(1)
laser powder bed fusion process
(1)
low temperature densification
(1)
metastable high-entropy alloy
(1)
optical properties
(1)
organic matter
(1)
percolation/diffusion
(1)
thermal insulation
(1)
tissue structure
(1)
warm rolling
(1)
α-chitin
(1)
ε-TRIP effect
(1)
RDE metadata def
RDE invoice schema
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