Biqiang Mu


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Biqiang Mu, Ph.D.
Academy of Mathematics and Systems Science
Chinese Academy of Sciences

No. 55, Zhongguancun East Road, Beijing, China
Phone: +86 13426198766 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.

Research Interests

  • Data-driven modeling

  • Machine learning

  • Battery aging mechanism analysis

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]