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袁烨

职称:教授

邮箱:ye.yuan@outlook.com

个人主页:http://yy311.github.io


个人简历

袁烨,2008年获得上海交大本科学位,20092012年分别在剑桥大学获得硕士,博士学位,20122016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。获得了2016年国家青年千人计划奖励(优先资助)、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。

本人常年招收自动化、数学、计算机、物理、机械等专业博士后、博士、硕士研究生。有意者请发简历至yye@hust.edu.cn。课题组欢迎本科生参与科研,培养的本科生已去卡耐基梅隆,密歇根,加州大学圣地亚哥等一流大学深造。

期刊论文

[J16] 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.

[J15]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.

[J14]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.

[J13]Y. Yuan, K. Glover and J. Gonc ̧alves, “On minimal realisations of dynamical structure functions,” Automatica, Volume 55, Pages 159-164, 2015.

[J12]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.

[J11]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.

[J10]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.

[J9]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.

[J8]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.

[J7]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.

[J6]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.

[J5]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.

[J4]L. Shi, Y. Yuan and J. Chen, “Finite horizon LQR control with limited controller-system communication,” IEEE Transactions on Automatic Control, Volume 58, Issue 7, Page 1835-1841, 2013.

[J3]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.

[J2]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)

[J1]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.