Ikumu Watanabe

Controllable inverse design of auxetic metamaterials using deep learning

Xiaoyang Zheng, Ta‐Te Chen, Xiaofeng Guo et al. · Materials & Design · 2021 · 134 citations · Full text

A mathematically defined 3D auxetic metamaterial with tunable mechanical and conduction properties

Xiaoyang Zheng, Xiaofeng Guo, Ikumu Watanabe · Materials & Design · 2020 · 97 citations · Full text

Formation and properties of electrically conductive Langmuir-Blodgett multilayer thin films of the poly(3-alkyl thiophenes)

Ikumu Watanabe, Keith C. Hong, Michael F. Rubner et al. · Synthetic Metals · 1989 · 90 citations

Materials Science, 3-Alkyl Thiophenes, Conducting Polymer +9

Deep neural network approach to estimate biaxial stress-strain curves of sheet metals

Akinori Yamanaka, Ryunosuke Kamijyo, Kohta Koenuma et al. · Materials & Design · 2020 · 75 citations · Full text

Deep-learning-based inverse design of three-dimensional architected cellular materials with the target porosity and stiffness using voxelized Voronoi lattices

Xiaoyang Zheng, Ta‐Te Chen, Xiaoyu Jiang et al. · Science and Technology of Advanced Materials · 2022 · 74 citations · Full text

Engineering, Machine Learning, Mechanical Engineering +25