Guozhi Dong   

Supervisor of Master's Candidates

MORE> Recommended MA Supervisor
Language: 中文


Welcome to my homepage. 

I am currently a tenure track associated professor at the School of Mathematics and Statistics, Central South University (CSU), Changsha.

Before joining CSU, I was a research scientist at  Humboldt University of Berlin from 2017--2022, and also affiliated with Weierstrass Institute in Berlin, working with Professor Michael Hintermüller. I was also a member of Berlin Mathematics Research Center,  which is one of the Excellence Cluster funded by Germany Science Fundation (DFG).

I had been also a research asistant at the Computational Science Center, University of Vienna from 2012--2017, where I earned my PhD degree (with distinction) under the supervision of Professor Otmar Scherzer. Earlier than that, I had been working as an assistant (secretary) on scientific affairs in the Faculty of Mathematics and Computer Sciences from 2007--2012 at Hunan Normal University, Changsha, China, where I finished both my Bachelor degree (2007) and Master degree (2012). During 2010-2011, I had a chance to visit the University of Eastern Finland, Kuopio campus, where I was exposed to the topic of Inverse Problems for the first time.

Research experience

I have working experience in a few tightly connected areas in applied and computational mathematics: Inverse and imaging problems, their variational regularization methods, with connections to some geometric partial differential equations; Optimal control of partial differential equations; Numerical solutions of (partial) differential equations, particularly for solutions and data on manifolds; Mathematics of deep learning and their applications. My research results are published in international journals on computational and applied mathematics of highest quality, for instance: ESAIM: COCV,  Found. Comput. Math., Inver. Probl. Imag., SIAM J. Imag. Science, SIAM J. Sci. Comput. among others.


I always feel a lot of fun from sports, including many kinds of ball games, range from tiny, e.g., table tennis, to large, e.g., basketball, but not limitted to these. For instance, swiming, playing chess/cards, jogging, skating, music are also my hobbies. I like literature, poem. Sometimes, I write poems, but the frequency becomes less and less. I could have become a writer or a poet if I did not choose to be a mathematician. When I have time, I enjoy cooking for my family and friends as well.

Educational Background

  • 2009.4-2012.6  

    湖南师范大学       Natural Science       Master's degree       Master's degree

  • 2010.9-2011.3  

    东芬兰大学.       Natural Science       Master's degree completion

  • 2003.9-2007.6  

    湖南师范大学       Natural Science       Undergraduate (Bachelor’s degree)       Bachelor's degree

  • 2012.10-2017.3  

    维也纳大学       Mathematics       With Certificate of Graduation for Doctorate Study       Doctoral degree

  • 2017.9-2019.9  

    柏林洪堡大学       博士后

Work Experience

  • 2007.7-2012.9

    湖南师范大学      科研与研究生办      (科研秘书)实习研究员

  • 2012.10-2017.8

    维也纳大学      数学学院      研究助理

  • 2017.9-2022.3

    柏林洪堡大学      数学学院      助理研究员

  • 2019.10-2021.12

    魏尔斯特拉斯研究所      第八组      助理研究员

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