Our group webpage: MathEXlab

Research interest

  • Multiscale behavior in dynamical system
  • Mode decomposition, especially spectral proper orthogonal decomposition (SPOD)
  • Reduced-order modeling
  • Machine learning for time series

Research experience

  • Physics-informed neural network for flow field data assimilation (Master thesis)
  • Spectral Proper Orthogonal Decomposition (SPOD) of Compressor Tip Leakage Flow
  • Dynamic mode decomposition (DMD) of unsteady corner separation and wake in a linear compressor cascade (Bachelor thesis)
  • Simulation of flow over a backward facing step and a linear cascade using modified partially-averaged Navier-Stokes (PANS) (Bachelor thesis)
  • Pore-designed heteroatom-doped carbon-based electrode for flow battery