Nagoya University · Faculty of Engineering / Graduate School of Engineering

Research keywordsComposite Materials・Carbon Fiber Reinforced Plastics・Defect Detection・Finite Element Analysis・Graph Neural Networks・Inverse Design

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• Conditional diffusion model for inverse prediction of process parameters and dendritic microstructures from mechanical properties2025 · Scientific Reports 15 巻 ( 37147 ) 頁： 1 - 20 2025年
• Development of Defect Localization Method for Perforated Carbon-fiber-reinforced Plastic Specimens Using Finite Element Method and Graph Neural Network2025 · Frontiers in Materials 12 巻 頁： 1 - 15 2025年
• Discussion on infrared stress measurements based on finite element analysis of transient heat conduction2024 · Mechanical Engineering Journal 11 巻 ( 4 ) 頁： 1 - 12 2024年
• Inverse Estimation Method for Internal Defects Based on Surface Stress of Carbon-Fiber-Reinforced Plastics Using Machine Learning2022 · Advanced Composite Materials 31 巻 ( 6 ) 頁： 617 - 629 2022年

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