姓名：袁烨
职称：教授
简历：2008年获得上海交大本科学位，2009和2012年分别在剑桥大学获得硕士，博士学位，2012至2016年分任剑桥大学博士后、达尔文学院研究员、加州大学伯克利博士后，自2016年起在华中科技大学人工智能与自动化学院担任教授、博导，数字制造装备与技术国家重点实验室固定成员。长期、多次在加州理工学院(2011, 2014, 2015)，麻省理工学院 (2013)，帝国理工学院(2011-2015)访问。一直从事基于信息物理系统的数据驱动辨识和控制方面的研究工作。获得剑桥大学Dorothy-Hodgkin奖、达尔文学院Fellow。
研究方向：
1.人工智能理论：包括系统辨识、机器学习、控制优化算法开发；
2.智能制造与机器人技术；
3.信息物理系统：智能电网，系统生物学。
代表性期刊论文（*为通讯作者）
1. Y. Yuan, H. Zhang, Y. Wu, T. Zhu and H. Ding, “Bayesian learning-based model predictive vibration control for thin-walled workpiece machining processes,” IEEE/ASME Transactions on Mechatronics, 2017.
2. D. Hayden,Y. Yuan∗and J. Gon ̧calves, “Network identifiability from intrinsic noise,” conditionally accepted, IEEE Transactions on Automatic Control. http://arxiv.org/abs/1310.0375.
3.Y. Yuan, A. Rai, E. Yeung, G. Stan, S. Warnick and J. Gon ̧calves, “A minimal realization technique for the dynamical structure function of a class of LTI systems,” to appear, IEEE Transactions on Control of Network Systems.
4.Y. Yuan, K. Glover and J. Gonc ̧alves, “On minimal realisations of dynamical structure functions,” Automatica, Volume 55, Pages 159-164, 2015.
5. W. Pan,Y. Yuan∗, H. Sandberg, J. Gonc ̧alves and G. Stan, “Online fault diagnosis for nonlinear power systems,” Automatica, Volume 55, Pages 27-36, 2015.
6. X. Yang,Y. Yuan∗,Z. Long, J. Gon ̧calves and P. Palmer, “Robust stability analysis of active voltage control for high-power IGBT switching by Kharitonov’s theorem,” IEEE Transactions on Power Electronics, Volume 31, Issue 3, Page 2584-2595, 2016.
7. W. Pan,Y. Yuan, J. Gon ̧calves and G. Stan, “A sparse Bayesian approach to the identification nonlinear state-space systems,” IEEE Transactions on Automatic Control, Volume 61, Issue 1, Page 182-187, 2016.
8. T. Charalambous,Y. Yuan∗, T. Yang, W. Pan, C. Hadjicostis, M. Johansson, “Distributed finite-time average consensus in digraphs in the presence of time-delays,” IEEE Transactions on Control of Network Systems, Volume 2, Issue 4, Page 370-381, 2015.
9. X. Yang,Y. Yuan, X. Zhang and P. Palmer, “Shaping high-power IGBT switching transitions by active voltage control for reduced EMI generation,” IEEE Transactions on Industry Applications Volume 51, Issue 2, Page 1669-1677, 2015.
10. W. Kuan, A. Kasis,Y. Yuan, S. Mason, A. Lazar, R. Barker and J. Gonc ̧alves, “Modelling the natural history of Huntington’s disease progression,” Journal of Neurology, Neurosurgery, and Psychiatry Volume 86, Issue 10, Page 1143-1149, 2015.
11. N. O’Clery,Y. Yuan, G. Stan and M. Barahona, “Observability and coarse-graining of consensus dynamics through the External Equitable Partition,” Physical Review E, Volume 88, 042805, 2013.
12.Y. Yuan, G. Stan, L. Shi, M. Barahona and J. Gonc ̧alves, “Decentralised minimum-time consensus,” Automatica, Volume 49, Issue 5, Page 1227-1235, 2013.
13. L. Shi,Y. Yuanand J. Chen, “Finite horizon LQR control with limited controller-system communication,” IEEE Transactions on Automatic Control, Volume 58, Issue 7, Page 1835-1841, 2013.
14. J. Wu,Y. Yuan, H. Zhang and L. Shi, “How can online schedules improve communication and estimation tradeoff?” IEEE Transactions on Signal Processing, Volume 61, Number 7, Page 1625-1631, 2013.
15. E. Herrero, E. Kolmos, N. Bujdoso,Y. Yuan, M. Wang, M. Berns, G. Coupland, R. Saini, M. Jaskolski, A. Webb, J. Gon ̧calves and S. Davis, “Early Flowering4 recruitment of Early Flowering3 in the nucleus sustains the Arabidopsis circadian clock,” the Plant Cell, Volume 24, No. 2, Page 428-443, 2012. (Impact Factor: 10.6)
16.Y. Yuan, G. Stan, S. Warnick and J. Gon ̧calves, “Robust dynamical network structure re- construction,” Special Issue on System Biology, Automatica, Volume 47, Issue 6, Page 1230-1235, 2011.
