牟必强


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Biqiang Mu, Ph.D.
The Key Labratory of Systems and Control, CAS
Institute of Systems Science
Academy of Mathematics and Systems Science
Chinese Academy of Sciences
No. 55, Zhongguancun East Road, Beijing, China
Phone: +86 (10) 82541252
Email: bqmu@amss.ac.cn

Education

  • Ph.D., Sep. 2008 - Jun. 2013, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China, Supervisor: Han-Fu Chen.

  • B.E., Sep. 2004 - Jun. 2008, School of Manufacturing Science and Engineering, Sichuan University, Chengdu, China.

Employments

  • Associate Professor, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China, Oct. 2018 - Present.

  • Assistant Professor, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China, Jun. 2015 - Oct. 2018.

  • Postdoctoral Researcher, Division of Automatic Control, Department of Electrical Engineering, Linköping University, Linköping, Sweden, Apr. 2016 - Apr. 2018.

  • Postdoctoral Researcher, School of Computing, Engineering and Mathematics, Western Sydney University, Sydney, Australia, Jan. 2015 - Jan. 2016.

  • Postdoctoral Researcher, Department of Electrical and Computer Engineering, Wayne State University, Detroit, USA, Aug. 2013 - Nov. 2014.

Research Interests

  • Regularized system identification

  • Machine learning

  • Localization

Recent Research

  • Regularization methods for system identification: Hyperparameter estimation   [pdf]

  • Regularization methods for system identification: Input design   [pdf]

  • Quantum tomography by regularized linear regressions   [pdf]