Work Experience

Postdoctoral researcher (08.2021 - present)
University of Oxford 

  • Supervisor: Prof. Thomas Adcock.
  • EPSRC funded project: Severe Storm Wave Loads on Offshore Wind Turbine Foundations
  • Reduced order modeling of nonlinear water wave system and wave structure interactions with physics blended machine learning method.
  • Better interpretation the metocean data with physics based Artificial Neural Network.
  • Extreme statistics sampling with data driven methods such as probabilistic decomposition and sequential sampling.

Research Associate (01.2021 - 07.2021) 
University of Oxford

  • Supervisor: Dr. Christopher Vogel
  • EPSRC funded Supergen ORE project: LoadTide
  • Compiled actuator line CFD model in supercomputer with boundary condition packages.
  • Estimated the lift and drag coefficients table with R blade for measured and NACA blades.
  • Generated Octree mesh and performed over 30 rigorous convergence tests for mesh, turbine blade and tip loss correction parameters.
  • Optimized boundary conditions in CFD simulations to match the sheared velocity profile and turbulence intensity of all 11 measured the flood and ebb tidal conditions.
  • The relevant results are published in International Marine Energy Journal.