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タグ: Kenta Hirayama

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).

Author muramatsu_adminPosted on 2024年5月3日2026年8月18日Categories Artificial Intelligence for Experiments of Microstructures, RESEARCHに表示しないTags Kenta Hirayama, Yuta Kojima

Sasaki, K., Hirayama, K., Endo, K., Muramatsu, M., Murayama, M., “Nanoscale Defect Evaluation Framework Combining Real-Time Transmission Electron Microscopy and Integrated Machine Learning-Particle Filter Estimation”, Scientific Reports, Vol. 12, pp. 10525, 1-10, (2022).

Author muramatsu_adminPosted on 2022年6月3日Categories Integration of Experiment and Numerical Analysis, Artificial Intelligence for Experiments of MicrostructuresTags Kai Sasaki, Kenta Hirayama

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).

Author muramatsu_adminPosted on 2022年4月3日2026年8月18日Categories Development of CAE Method Using Physical Simulation by Artificial IntelligenceTags Yuta Kojima, Kenta Hirayama, Kazuya Hiraide

Hiraide, K., Hirayama, K., Endo, K., Muramatsu, M., “Application of deep learning to inverse design of phase separation structure in polymer alloy”, Computational Materials Science, Vol. 190, pp. 110278, 1-9, (2021).

Author muramatsu_adminPosted on 2021年3月9日2026年8月17日Categories Development of CAE Method Using Physical Simulation by Artificial IntelligenceTags Kenta Hirayama, Kazuya Hiraide
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