| 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 | 119 | 2023 |
| Controllable inverse design of auxetic metamaterials using deep learning X Zheng, TT Chen, X Guo, S Samitsu, I Watanabe Materials & Design 211, 110178, 2021 | 101 | 2021 |
| 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 | 39 | 2023 |
| Reprogrammable flexible mechanical metamaterials X Zheng, K Uto, WH Hu, TT Chen, M Naito, I Watanabe Applied Materials Today 29, 101662, 2022 | 31 | 2022 |
| Topological alternation from structurally adaptable to mechanically stable crosslinked polymer WH Hu, TT Chen, R Tamura, K Terayama, S Wang, I Watanabe, M Naito Science and Technology of Advanced Materials 23 (1), 66-75, 2022 | 12 | 2022 |
| Minimal-surface-based multiphase metamaterials with highly variable stiffness X Zheng, I Watanabe, S Wang, TT Chen, M Naito Materials & Design 237, 112548, 2024 | 9 | 2024 |
| Heterogeneous microstructure of duplex multilayer steel structure fabricated by wire and arc additive manufacturing I Watanabe, TT Chen, S Taniguchi, H Kitano Materials Characterization 191, 112159, 2022 | 9 | 2022 |
| Light‐Induced Topological Patterning toward 3D Shape‐Reconfigurable Origami WH Hu, M Ji, TT Chen, S Wang, M Tenjimbayashi, Y Sekiguchi, ... Small 18 (14), 2107078, 2022 | 7 | 2022 |
| Data-driven estimation of plastic properties of alloys using neighboring indentation test TT Chen, I Watanabe, D Liu, K Goto Science and Technology of Advanced Materials: Methods 1 (1), 143-151, 2021 | 6 | 2021 |
| Analysis of the strength–ductility balance of dual-phase steel using a combination of generative adversarial networks and finite element method Y Fukatsu, TT Chen, T Ogawa, F Sun, Y Adachi, Y Tanaka, S Ishikawa Computational Materials Science 243, 113143, 2024 | 5 | 2024 |
| Data-driven estimation of plastic properties in work-hardening model combining power-law and linear hardening using instrumented indentation test TT Chen, I Watanabe Science and Technology of Advanced Materials: Methods 2 (1), 416-424, 2022 | 4 | 2022 |
| Image regression analysis for linking the microstructure and property of steel K Sawai, TT Chen, F Sun, T Ogawa, Y Adachi Results in Materials 21, 100526, 2024 | 3 | 2024 |
| Maximization of strength–ductility balance of dual-phase steels using generative adversarial networks and Bayesian optimization Y Fukatsu, TT Chen, T Ogawa, F Sun, I Watanabe, M Ojima, S Ishikawa, ... Materials Today Communications 41, 110360, 2024 | 2 | 2024 |
| Simulation of abnormal grain growth using the cellular automaton method K Murata, C Fukui, F Sun, TT Chen, Y Adachi Materials 17 (1), 138, 2023 | 2 | 2023 |
| Evaluation of Austenite–Ferrite Phase Transformation in Carbon Steel Using Bayesian Optimized Cellular Automaton Simulation F Sun, Y Mino, T Ogawa, TT Chen, Y Natsume, Y Adachi Materials 16 (21), 6922, 2023 | 2 | 2023 |
| Characterization of the strain-rate-dependent plasticity of alloys using instrumented indentation tests TT Chen, I Watanabe, T Funazuka Crystals 11 (11), 1316, 2021 | 2 | 2021 |
| Comparative study of the experimentally observed and GAN-generated 3D microstructures in dual-phase steels I Watanabe, K Sugiura, TT Chen, T Ogawa, Y Adachi Science and Technology of Advanced Materials 25 (1), 2388501, 2024 | 1 | 2024 |
| Multi-objective topology optimization of porous microstructure in die-bonding layer of a semiconductor J Zhou, I Watanabe, W Song, K Kambayashi, TT Chen Science and Technology of Advanced Materials: Methods 4 (1), 2320691, 2024 | 1 | 2024 |
| Machine Learning-Aided Analysis of the Rolling and Recrystallization Textures of Pure Iron with Different Cold Reduction Ratios and Cold-Rolling Directions T Sumida, K Sugiura, T Ogawa, TT Chen, F Sun, Y Adachi, A Yamaguchi, ... Materials 17 (14), 3402, 2024 | 1 | 2024 |
| Dramatic improvement in strength–ductility balance of dual-phase steels by optimizing features of ferrite phase K Ogatsu, T Ogawa, TT Chen, F Sun, Y Adachi Journal of Materials Research and Technology 35, 289-297, 2025 | | 2025 |
Ikumu WatanabeNational Institute for Materials Scienceยืนยันอีเมลแล้วที่ nims.go.jp