Dr. ZHOU Dong currently holds a position as a Postdoctoral Associate at ZIBS. He received his PhD in Mechanical Engineering from Tsinghua University (2015). Prior to joining ZIBS, he has worked as a Lecturer of Finance at School of Economics, Zhejiang University of Technology, where he has conducted research activities in the areas of Artificial Intelligence and FinTech with a special research interest focus on machine learning for quantitative investing. He has published 12 papers in journals and conferences proceedings, while 17 patent applications were granted in China for his novel research efforts. He is currently a Member of Professional Committee of Natural Computing and Digital Intelligent City, Chinese Association for Artificial Intelligence (CAAI).
Education
Work Experience
10/2022 – Present, Postdoctoral Associate at International Business School, Zhejiang University (ZIBS)
10/2020 – Present, Member of Professional Committee of Natural Computing and Digital Intelligent City, Chinese Association for Artificial Intelligence (CAAI)
10/2020 – 09/2022, Chief Industrial Development Officer, Yuhang Municipal Bureau of Economy and Information Technology, Hangzhou, China
07/2016, Visiting Scholar at Faculty of Engineering, Okayama University
07/2015 – 09/2020, Lecturer, Zhejiang University of Technology
Publications
Journal Articles
Dong Zhou, Hui Zhang, Peiqing Ye. Rounded leaf end effect of multileaf collimator on penumbra width and radiation field offset: an analytical and numerical study. Radiology and Oncology. 2015, 49(3):299-306. (JCR IF: 2.991, Q2, 65/133)
Dong Zhou, Hui Zhang, Peiqing Ye. Lateral penumbra modelling based leaf end shape optimization for multileaf collimator in radiotherapy. Computational and Mathematical Method in Medicine. Vol. 2016, Article ID 9515794, 13 Pages. doi:10.1155/2016/9515794 (JCR IF: 2.238, Q3, 30/58)
Yan Dong, Boxiu Li, Jianlai Hu, Sven E Widmalm, Tongsheng Zhang, Min Lin, Anders Buvarp, Dong Zhou. Kurtosis, a new variable with possible diagnostic value in analysis of jaw muscle surface EMG. J Oral Rehabil. 2022; 49: 170–176. doi:10.1111/joor.13294 (JCR IF: 3.837, Q1, 19/92)
Conference Papers
Dong Zhou, Hui Zhang, Peiqing Ye. Ray tracing algorithm for virtual source modeling based on evaluation of rounded leaf end effect of multileaf collimator. World Congress on Medical Physics and Biomedical Engineering, 2015, Toronto, Canada, IFMBE Proceedings, 51: 460-462. (EI Compendex)
Research Grants
12/2021, Research Grant of Yuhang Federation of Social Science Associations - Research on the role of CXO in pharmaceutical industry
11/2020, Research Grant of Department of Commerce, Zhejiang Province - Research on intercity spatial reconstruction and coordinated development
12/2019, Research Grant of Haining Federation of Social Science Associations - Research on the industrial development planning of Hanghai New Area, Haining
01/2015, National Key Technology Research and Development Program, Ministry of Science and Technology of China: Radiotherapy Frontier Technology Research on the Development of High-Speed Dynamic Multileaf Collimator for Radiation Field Shaping (2015BAI1B01B16-03)
Research Interests
Artificial Intelligence Powered FinTech
Machine Learning for Quantitative Investing
Mathematical Modeling, Simulation and Optimization in Finance
Market Microstructure and Algorithmic Trading
Teaching Courses
Awards & Honors
12/2019, Distinction Award of Case Study for Graduate Education, Zhejiang Province - Comparative Research of China and United States on Opening up Financial Sector
10/2019, ZJUT Teaching Award, Zhejiang University of Technology - Research on Undergraduate Education of Quantitative Finance
06/2018, Outstanding Mentor Award of ZJUT, Zhejiang University of Technology - Mentor of Class QT151
