个人简介
现任北京航空航天大学经济管理学院金融系副教授,博士生导师。英国伦敦国王学院计算机科学(计算金融学)博士,美国佐治亚大学人工智能博士后。研究方向为人工智能和区块链在金融和经济领域的交叉应用,诸如:金融科技与监管科技,算法交易,行为与计算金融,区块链金融,数字资产定价与交易等。曾受邀访问美国芝加哥大学Booth商学院,范德堡大学经济系,美国乔治梅森大学经济系。主持国家级课题多项,包括国家重点研发计划项目课题、国家自然科学基金面上项目、青年项目等;主持北航“第二批人文社科拔尖人才支持计划项目(A类)”、北航《人工智能与金融课程建设研究》教改项目等。参与国家级课题多项,包括国家自然科学基金应急管理项目、国家自然科学基金面上项目、移动医疗教育部-中国移动实验室项目等。研究成果发表在Journal of Economic Behavior & Organization, European Journal of Finance, Quantitative Finance, Review of Quantitative Finance and Accounting等期刊。担任International Review of Economics & Finance, Cogent Economics & Finance副主编,PLOS ONE学术主编,中国智能金融产学研高峰论坛理事,中国优选法统筹法与经济数学研究会量化金融与保险分会理事,国家自然科学基金通讯评审专家,教育部学位与研究生教育发展中心评议专家。主讲课程包括《量化交易》,《大数据金融》,《人工智能与金融前沿研讨》,《微观经济理论》,《概率论》等。曾获北航“优秀党支部书记”、“优秀学业导师”、“优秀班主任”、教师党支部书记“双带头人”、“归国青年党员教师谈”的微党课一等奖、“重大项目奖”、“管理创新奖”等奖励。
教育经历
博士学位,计算机科学(计算金融学),伦敦国王学院(King’s College London, UK)
硕士学位,概率论与数理统计,北京交通大学
学士学位,信息与计算科学,北京交通大学
工作经历
2016/09-至今,北京航空航天大学,经济管理学院,金融系,副教授
2018/04-至今,北京航空航天大学,经济管理学院,金融系,副主任
2017/09-至今,北京航空航天大学,致真书院,学业导师
2018/06-08,2019/08,美国乔治梅森大学(George Mason University, USA),经济系访问学者
2017/11,美国芝加哥大学Booth商学院(University of Chicago Booth School of Business, USA),访问学者
2017/01,2017/10,美国范德堡大学(Vanderbilt University, USA),经济系访问学者
2015-2017,英国伦敦国王学院(King’s College London, UK),计算金融与经济学访问学者
2015-2016, 美国佐治亚大学(University of Georgia, USA), 人工智能博士后
获奖
北京航空航天大学“教师党支部书记双带头人”
北京航空航天大学“优秀党支部书记”
北京航空航天大学“优秀班主任”
北京航空航天大学经济管理学院青年教师教学比赛二等奖
北京航空航天大学“优秀学业导师”
北京航空航天大学“归国青年党员教师谈”的微党课一等奖
北京航空航天大学经济管理学院“管理创新奖”
研究领域
人工智能和区块链在金融和经济领域的应用:
计算与行为金融(自动交易,高频交易,量化交易,市场设计,金融市场微观结构,风险管理)
金融科技(智能投顾,监管科技)
区块链金融(加密数字货币,智能合约,数字资产定价与交易)
人工智能(多主体系统,基于主体建模,机器学习,数据科学)
近期论文
查看导师新发文章
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J. Wang, C. Huang, L. Xu?, and Junhuan Zhang (2023). Drinking into friends : Alcohol drinking culture and CEO social connections. Journal of Economic Behavior & Organization, 212, 982-995. (SSCI)
Junhuan Zhang*, W. Gui, J. Wen (2022), China’s Policy Similarity Evaluation using LDA model: an experimental analysis in Hebei Province . Journal of Information Science. DOI: https ://doi.org/10.1177/01655515221097858 (SSCI)
Junhuan Zhang*, J. Wen, Z. Yang (2022), China’s GDP Forecasting using Hidden Markov Model . PLOS ONE. DOI: https ://doi.org/10.1371/journal.pone.0269529. (SCI)
Z. Zheng, Y. Lu*, and Junhuan Zhang (2022). Multiscale complexity fluctuation behaviors of stochastic interacting cryptocurrency price model. Physica A: Statistical Mechanics and its Applications, 126939. (SCI)
Junhuan Zhang*, J. Wen, J. Chen (2021), Modelling Market Fluctuations under Investor Sentiment with a Hawkes-Contact Process. The European Journal of Finance. DOI:10.1080/1351847X.2021.1957699. (SSCI, ABS 3 Star)
Junhuan Zhang*, W. Huang (2021), Option hedging using LSTM-RNN: an empirical analysis. Quantitative Finance, 21(10), 1753-1772. DOI : https ://doi.org/10.1080/14697688.2021.1905171. (SCI/SSCI, ABS 3 Star)
Junhuan Zhang*, Y. Xu, D. Houser (2021), Vulnerability of scale-free cryptocurrency networks to double-spending attacks. The European Journal of Finance. 27 (12), 1235-1249. DOI : https ://doi.org/10.1080/1351847X. 2021.1886964. (SSCI, ABS 3 Star)
W. Wang, S. Zhao, and Junhuan Zhang*. Multi-asset pricing modeling using holding-based networks in energy markets. Finance Research Letters (2021): 102483. (SSCI)
M. Liu, K. Luo*, Junhuan Zhang, S. Chen (2021). A stock selection algorithm hybridizing grey wolf optimizer and support vector regression. Expert Systems with Applications, 179, 115078. (SCI)
S. Zhao, X. Chen, Junhuan Zhang* (2019), The systemic risk of China's stock market during the crashes in 2008 and 2015. Physica A: Statistical Mechanics and its Applications. Vol. 520, pp. 161-177. (SCI)
W. Wang, Junhuan Zhang*, S. Zhao, Y. Zhang (2019), Simulation of asset pricing in information networks. Physica A: Statistical Mechanics and its Applications, Vol. 513, pp. 620-634. (SCI)
Junhuan Zhang (2018), Influence of Individual Rationality on Continuous Double Auction Markets with Networked Traders. Physica A: Statistical Mechanics and its Applications, Vol. 495, pp. 353-392. (SCI)
Junhuan Zhang*, P. McBurney, K. Musial (2018), Convergence of trading strategies in continuous double auction markets with boundedly-rational networked traders, Review of Quantitative Finance and Accounting, Vol. 50, pp. 301-352. (ABS 3 Star)
T. Wang, J. Wang, Junhuan Zhang and W. Fang (2011), Voter interacting systems applied to Chinese stock markets, Mathematics and Computers in Simulation, Vol. 81, pp. 2492-2506. (SCI)
Junhuan Zhang and J. Wang (2010), Modeling and Simulation of the Market Fluctuations by the Finite Range Contact Systems, Simulation Modelling Practice and Theory, Vol. 18, pp. 910-925. (SCI)
Junhuan Zhang, J. Wang and J. Shao (2010), Finite-Range Contact Process on the Market Return Intervals Distributions, Advances in Complex Systems, Vol. 13, Issue. 5, pp. 643-657. (SCI)
Junhuan Zhang and J. Wang (2010), Fractal Detrended Fluctuation Analysis of Chinese Energy Markets, International Journal of Bifurcation and Chaos, Vol. 20, Issue. 11, pp. 3769-3783. (SCI)