Suzuki, M., Muramatsu, M., Reese, S., Prume, E., “Efficient evaluation of mechanical properties for two-phase materials using a direct data-driven approach”, Materials & Design, Vol. 259, 114946, pp. 1-10, (2025).
タグ: Misato Suzuki
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).
Suzuki, M., Shizawa, K., Muramatsu, M., “Dislocation-based crystal plasticity simulation on grain-size dependence of mechanical properties in dual-phase steels”, International Journal of Solids and Structures, Vol. 323, 113634, pp. 1-12, (2025).
Suzuki, M., Shizawa, K., Muramatsu, M., “Deep learning-aided inverse analysis framework to accelerate the exploration of DP steel microstructures”, Materials Today Communications, Vol. 41, pp. 110557 1-17, (2024).