Biography
| 2018.09-2020.09 | Department of Mechanical Engineering, The University of Tokyo |
| 2020.09- | Department of Mechanical Engineering, The University of Tokyo |
Research Interests
- Machine Learning, Deep Learning, Reinforcment Learning
- Quantum Chemical Calculation, Molecular Dynamics Simulation, Chemoinformatics
- Functional Material, Electret, Molecule Design, Energy Harvesting
Publications
- Zhang, Y., Zhang, J., Suzuki, K., Sumita, M., Terayama, K., Li, J., Mao, Z., Tsuda, K., and Suzuki, Y., “Discovery of Polymer Electret Material via de Novo Molecule Generation and Functional Group Enrichment Analysis,” Appl. Phys. Lett., Vol. 118, Issue 22, 223904 (2021). Selected as a Featured Article.
- Zhang, Y., Mao, Z., Suzuki, K., and Suzuki, Y., “Amorphous Polymer Electret Design Based on Solvation Model and Density Functional Theory with Deep Learning Approximation,” IEEE 18th Int. Symp. Electrets (ISE18), Shanghai, D2-7 (2021).
- Yucheng Zhang, Jingzhe Zhang, 鈴木 邦子, 隅田 真人, 寺山 慧, Jiawen Li, Zetian Mao, 津田 宏治, 鈴木 雄二, “Development of Collaborative Intelligence for New Polymer Material in Energy Harvesting,” 日本機械学会2021年度年次大会, J063-03, 2021年9月5日-9月8日.
- Zhang, Y., Mao, Z., Suzuki, K., and Suzuki, Y., "Solid-state Analysis Based on Polarizable Continuum Model for Amorphous Fluorinated Polymer Electret" 第11回マイクロ・ナノ工学シンポジウム, オンライン, 26A3-MN1-5, 2020年11月26日-11月28日.
- Zhang, Y., Bian, K., Gu, Y., Ye, M., Tian, W., & Liu, W. (2020). Cost-effective and scalable rectifier design for multiple piezoelectric power sources with improved performance. Journal of Intelligent Material Systems and Structures, 31(1), 167-181.
- Mao, Z., Zhang, Y., Suzuki, K., Chen, C., Ong, S., and Suzuki, Y., “Rapid Screening of Charge Stability in Amorphous Fluorinated Polymer Electret Based on Machine Learning,” IEEE Conf. Electr. Insul. Dielectr. Phenom. (CEIDP), Vancouver, (2021).
- Mao, Z., Zhang, Y., Suzuki, K., and Suzuki, Y., "Investigation of Amorphous Fluorinated Polymer for Bipolar Electret Based on Solid-state Quantum Chemical Analysis," 電気学会誘電・絶縁材料研究会, オンライン, DEI-20-090, 2020年12月16日.
- Kim S, Zhang Y, Suzuki K, et al. Investigation of Charge Stability in Amorphous Fluorinated Polymer Using Quantum Chemical Analysis[C]//2019 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP). IEEE, 2019: 745-748.
Hobbies
- Table tennis
- Music