Ikeda, A., Higuchi, R., Yokozeki, T., Endo, K., Kojima, Y., Suzuki, M., Muramatsu, M., “Conditional diffusion model for inverse prediction of process parameters and dendritic microstructures
from mechanical properties”, Scientific Reports, Vol. 15, 37147, pp. 1-20, (2025).
タグ: Yuta Kojima
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).
Kojima, Y., Hirayama, K., Harada, Y., Muramatsu, M., “Transfer-learning-aided Defect Prediction in Simply Shaped CFRP Specimens Based on Stress Distribution Obtained from Finite Element Analysis and Infrared Stress Measurement”, Composites Part B, Vol. 291, pp. 111958, 1-14 (2024).
Kojima, Y., Hirayama, K., Harada, Y., Muramatsu, M., “Discussion on infrared stress measurements based on finite element analysis of transient heat conduction”, Bulletin of the JSME, ID23-00571, pp. 1-12, (2024).
Kojima, Y., Hirayama, K., Endo, K., Hiraide, K., Muramatsu, M., “Inverse Estimation Method for Internal Defects Based on Surface Stress of Carbon-Fiber-Reinforced Plastics Using Machine Learning”, Advanced Composite Materials, Vol. 31, pp. 617-629, (2022).