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カテゴリー: Integration of Experiment and Numerical Analysis

Murata, H., Ihara, S., Endo, K. and Muramatsu, M., “Data Assimilation Based on the Ensemble Kalman Filter for Dislocation Motion Using Dislocation Dynamics Simulation”, Modelling and Simulation in Materials Science and Engineering, Vol. 42, 15, (2026).

Author muramatsu_adminPosted on 2026年3月2日2026年8月17日Categories Integration of Experiment and Numerical AnalysisTags Hiroki Murata

Tanaka, M., Sasaki, K., Punyafu, J., Muramatsu, M., Murayama, M., “Machine-learning-aided analysis of relationship between crystal defects and macroscopic mechanical properties of TWIP steel”, Scientific Reports, Vol. 15, No. 14435, pp. 1-10, (2025).

Author muramatsu_adminPosted on 2025年5月18日2026年8月17日Categories Integration of Experiment and Numerical Analysis, Artificial Intelligence for Experiments of Microstructures

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
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