Achievement of Keisuke Nishioka
Paper
- Nishioka, K., Kojima, Y., Saito, T., Kawakami, K., Washiya, M., Muramatsu, M., “Development of Defect Localization Method for Perforated Carbon-fiber-reinforced Plastic Specimens Using Finite Element Method and Graph Neural Network”, Frontiers in Materials, Vol. 12, pp. 1-15, (2025).https://doi.org/10.3389/fmats.2025.1652484
International conference
- Nishioka, K.*, Kojima, Y., Saito, T., Washiya, M., Kawakami, K., Matsunaga, M., Muramatsu, M., “Development of a Defect Estimation Method for Carbon Fiber Reinforced Plastic Interstage Structures with Holes in Space Transportation Systems Using Finite Element Analysis and Graph Neural Networks”, 4th International Conference on Computational Engineering and Science for Safety and Environmental Problems (COMPSAFE2025), in Kobe, Japan, (2025), MS05-4-04.
Domestic conference
- 西岡佳祐*, 児嶋佑太, 齊藤俊哉, 鷲谷正史, 川上幸亮, 村松眞由「有限要素解析およびグラフニューラルネットワークを用いた炭素繊維強化プラスチック製穴あき試験片の欠陥推定手法の開発｣, 第30回計算工学講演会, B-03-03, (2025).