Assignment in Machine Learning for turbulence modeling

• The assignment is described in Appendix IMS135, Assignment on Machine Learning for Turbulence Modeling in the eBook
• NN-train-BL.py
• Channel flow a Re=5200, mean flow
• Channel flow a Re=5200, turb. quantities
• Channel flow a Re=5200, budget of k
• Channel flow at Re550
• Channel flow at Re550, turb. quantities
• Boundary layer, mean flow
• Boundary flow, turb. quantities
• Boundary flow, load data
• load channel data and NN model

• DNS data, wave
• DNS data, hill
• DNS data, expansion
• DNS data, contraction

  
  
  
  
  

  • MTF073 CFD course
    
  • Heat Transfer course
    
  • Mechanics of fluids
    
  • Turbulence modeling
    
  • Compressible flow
  • OpenFOAM
    
  • PhD course: LES and DES using an in-house Python code
    
  • International MSc programme in Applied Mechanics
  • PhD course in CFD
  
  
  
  Department of Mechanics and Maritime Sciences
  Division of Fluid Dynamice