| 主な研究論文 |
・Kobayashi, M. and Ogawa, Y., Efficient Sizing Optimization Using ANNs Instead of FEM to Evaluate Design Proposals, Computer-Aided Design & Applications, Vol.20, No.5, pp.976-986 (2023).
・Kobayashi, M., Fujita, S. and Wada, T., Aesthetic Design Based on the Analysis of Questionnaire Results Using Deep Learning Techniques, Computer-Aided Design & Applications, Vol.19, No.3, pp.602-611 (2022).
・Kobayashi, M. and Takeda, T., Product Recommendation Based on Analysis of Aesthetic Elements Used to Customer’s Favorite Products, Computer-Aided Design & Applications, Vo.18, No.4, pp.682-691 (2020).
・Kobayashi, M., Multi-objective Aesthetic Design Optimization for Minimizing the Effect of Variation in Customer Kansei, Computer-Aided Design & Applications, Vol.17 No.4, pp.690-698 (2020).
・小林正和，松本侑大，東正毅, “環境配慮設計のための製品の階層的機能構造を考慮したモジュール構成最適化”，日本機械学会論文集C 編，79 巻807 号，2013，Vol. 79, No. 87, pp. 4047-4060（11.25.2013）
・Kobayashi, M., Nishiwaki, S., Izui, K., Yoshimura, M., “An Innovative Design Method for Compliant Mechanisms Combining Structural Optimizations and Designer Creativity”，Journal of engineering design Vol. 20, No. ２, pp. 125-154（3.27.2009） |
