Kang Liu

Kang Liu
Postdoctoral Researcher

  kang.l.liu@fau.de
  Room 03.362 | Friedrich-Alexander-Universität Erlangen Nürnberg. FAU DCN-AvH Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship.
  +49 9131 85-67133

  My Publications at FAU-CRIS

I got my PhD within the DISCO group of Inria Saclay, under the supervision of L. Pfeiffer and J.F. Bonnans, and supported by Ecole Polytechnique. I obtained my master’s degree from Sorbonne University and my engineer’s degree from Ecole Polytechnique and my bachelor’s degree from Nanjing University.
After defending my doctoral thesis on October 5th, 2023 I am thrilled to start as postdoctoral researcher at the Chair for Dynamics, Control, Machine Learning, and Numerics at FAU.

My research focuses on the following topics:
1. Large-scale non-convex optimization and mean field optimization;
2. Mean field games with a particular emphasis on numerical methods;
3. Optimal control and machine learning, etc.

 
 PhD Thesis: Numerical analysis and methods for mean-field-type optimization problems (Oct. 2023)

 

Events

• FAU DCN-AvH Seminar (Feb. 08, 2024): Non-convex aggregative optimization problems and their mean-field relaxation.
 

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