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Ikumu Watanabe
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Deep learning in mechanical metamaterials: from prediction and generation to inverse design
X Zheng, X Zhang, TT Chen, I Watanabe
Advanced Materials 35 (45), 2302530, 2023
1042023
Controllable inverse design of auxetic metamaterials using deep learning
X Zheng, TT Chen, X Guo, S Samitsu, I Watanabe
Materials & Design 211, 110178, 2021
1032021
A mathematically defined 3D auxetic metamaterial with tunable mechanical and conduction properties
X Zheng, X Guo, I Watanabe
Materials & Design 198, 109313, 2021
862021
Multiscale prediction of mechanical behavior of ferrite–pearlite steel with numerical material testing
I Watanabe, D Setoyama, N Nagasako, N Iwata, K Nakanishi
International journal for numerical methods in engineering 89 (7), 829-845, 2012
762012
Deep neural network approach to estimate biaxial stress-strain curves of sheet metals
A Yamanaka, R Kamijyo, K Koenuma, I Watanabe, T Kuwabara
Materials & Design 195, 108970, 2020
702020
A method of predicting macroscopic yield strength of polycrystalline metals subjected to plastic forming by micro–macro de-coupling scheme
I Watanabe, K Terada
International Journal of Mechanical Sciences 52 (2), 343-355, 2010
682010
Mo segregation and distribution in Ti–Mo alloy investigated using nanoindentation
J Ruzic, S Emura, X Ji, I Watanabe
Materials Science and Engineering: A 718, 48-55, 2018
632018
Determining suitable parameters for inverse estimation of plastic properties based on indentation marks
K Goto, I Watanabe, T Ohmura
International Journal of Plasticity 116, 81-90, 2019
592019
Characterization of macroscopic tensile strength of polycrystalline metals with two-scale finite element analysis
I Watanabe, K Terada, EA de Souza Neto, D Perić
Journal of the Mechanics and Physics of Solids 56 (3), 1105-1125, 2008
512008
Inverse estimation approach for elastoplastic properties using the load-displacement curve and pile-up topography of a single Berkovich indentation
K Goto, I Watanabe, T Ohmura
Materials & Design 194, 108925, 2020
432020
Deep-learning-based inverse design of three-dimensional architected cellular materials with the target porosity and stiffness using voxelized Voronoi lattices
X Zheng, TT Chen, X Jiang, M Naito, I Watanabe
Science and Technology of Advanced Materials 24 (1), 2157682, 2023
352023
Characterization of yielding behavior of polycrystalline metals with single crystal plasticity based on representative characteristic length
I Watanabe, D Setoyama, N Iwata, K Nakanishi
International Journal of Plasticity 26 (4), 570-585, 2010
322010
Two-scale analysis for deformation-induced anisotropy of polycrystalline metals
I Watanabe, K Terada, M Akiyama
Computational materials science 32 (2), 240-250, 2005
312005
Reprogrammable flexible mechanical metamaterials
X Zheng, K Uto, WH Hu, TT Chen, M Naito, I Watanabe
Applied Materials Today 29, 101662, 2022
302022
Mechanomics biomarker for cancer cells unidentifiable through morphology and elastic modulus
H Wang, H Zhang, B Da, D Lu, R Tamura, K Goto, I Watanabe, D Fujita, ...
Nano Letters 21 (3), 1538-1545, 2021
302021
Three-dimensional finite element analysis of representative volume elements for characterizing the effects of martensite elongation and banding on tensile strength of ferrite …
T Matsuno, T Yoshioka, I Watanabe, L Alves
International Journal of Mechanical Sciences 163, 105133, 2019
302019
Relation extraction with weakly supervised learning based on process-structure-property-performance reciprocity
T Onishi, T Kadohira, I Watanabe
Science and technology of advanced materials 19 (1), 649-659, 2018
302018
Deformation behavior analysis of harmonic structure materials by multi-scale finite element analysis
H Yu, I Watanabe, KEI Ameyama
Advanced Materials Research 1088, 853-857, 2015
302015
Three-dimensionally gradient and periodic harmonic structure for high performance advanced structural materials
SK Vajpai, H Yu, M Ota, I Watanabe, G Dirras, K Ameyama
Materials Transactions 57 (9), 1424-1432, 2016
292016
Experimental and numerical analysis of container multiple stacks dynamics using a scaled model
VA De Souza, L Kirkayak, I Watanabe, K Suzuki, H Ando, H Sueoka, ...
Ocean Engineering 74, 218-232, 2013
292013
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학술자료 1–20