Currently I am a fourth year Ph.D. student in the Aerospace Engineering and Scientific Computing at the MICDE at University of Michigan, Ann Arbor, USA, working with Professor Karthik Duraisamy since 2016. In 2016, I was an application engineer intern in the Exa Corporation working with Adrien Mann. From 2014-2015, I was a M.S.E. student and very fortunate to work with Professor Eric Johnsen on direct numerical simulation for compressible turbulence. From 2013-2014, I was a research engineer intern in the Advanced Micro-Fabrication Equipment Inc. in Shanghai, China, working with Dr. Ning Zhou.
- Ph.D. in Aerospace Engineering, University of Michigan, Ann Arbor, 2020 (expected)
- M.S.E. in Mechanical Engineering, University of Michigan, Ann Arbor, 2015
- B.S. in Applied Mathematics, Beihang University, 2013
- B.E. in Aerospace Engineering, Beihang University, 2013
My research interest lies in advancing theoretical understanding on data-driven predictive reduced-order-modeling (ROM) for real world engineering applications, and developing physics-constrained data-driven models with uncertainty quantification.
Such applications include
- modeling closure for Reduced Order Model (e.g., LES)
- modal analysis for multi-scale problem in fluid dynamics
- control of nonlinear dynamical system using Koopman operator
- interpretable surrogate modeling for complex systems