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Personal information
Name: CHEN, Zhongming
Office: Room 416, Floor 4, XinCheng Building, Hangzhou Dianzi Campus, Xiasha, Hangzhou
Current occupation: School of Sciences,Hangzhou Dianzi University
Telephone: (86)-571-86878594
E-Mail: zmchen@hdu.edu.cn
EDUCATION
Sep. 2006-Jul. 2010, B.S. inInformation and Computing Science, Southwest Jiaotong University
Sep. 2010-Jul. 2015, PhD inComputational Mathematics, Nankai University
Professional Working Experience
2018-present, Associate Professor,School of Sciences, Hangzhou Dianzi University
2016-2017, Lecturer, School ofSciences, Hangzhou Dianzi University
2015-2016, Postdoctoral Fellow, TheUniversity of Hong Kong
RESEARCH INTEREST
Tensor ****ysis and computation,Numerical optimization, Machine learning
Selected Publications
Z. Chen, Y. Chen, L. Qi and W.Zou, “Two irreducible functional bases of isotropic invariants ofa fourth-order three-dimensional symmetric and traceless tensor”,Mathematics and Mechanics of Solids, 24(10): 3092-3102, 2019.
Z. Chen, J. Liu, L. Qi, Q. Zhengand W. Zou, “An irreducible function basis of isotropic invariantsof a third order three-dimensional symmetric tensor”, Journal ofMathematical Physics, 59: 081703, 2018.
Z. Chen, K. Batselier, J.A.K.Suykens and N. Wong, “Parallelized Tensor Train learning ofpolynomial classifiers”, IEEE Transactions on Neural Networks andLearning, 29(10): 4621-4632, 2018.
K. Batselier, Z. Chen and N. Wong,“A Tensor Network Kalman filter with an application in recursiveMIMO Volterra system identification”, Automatica, 84: 17-25, 2017.
K. Batselier, Z. Chen and N. Wong,“Tensor Network alternating linear scheme for MIMO Volterra systemidentification”, Automatica, 84: 26-35, 2017.
SUPPORTING FUNDING
Research andapplications of two kinds of tensor optimization problems based onTensor Train decomposition, No. 11701132, Year: 2018-2020
National Natural Foundation of China,P. R. China