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HydroCFD/README.md

Hi, I'm Danial Goodarzi

I am a researcher specializing in fluid mechanics, environmental hydraulics, and computational modeling with expertise in both experimental and numerical approaches. My PhD research focuses on thermal and saline buoyant jets exploring the interaction of environmental discharges with ambient.

DNS Isosurfaces Velocity Field Fr=15
Figure: Cross section of q-criterion isosurfaces at (q = 0.01) (left) and velocity magnitude field (right).

Fingering Regime Visualization
Figure: Fingering regime in the double diffusive gravity current.

My research methodology draws upon the following tools and techniques:

  • Direct Numerical Simulation (DNS) and Large Eddy Simulation (LES)
  • Laser-Induced Fluorescence (LIF) and Particle Image Velocimetry (PIV)
  • Machine Learning for developing surrogate and multi-fidelity models

Featured Repositories

  • A collection of research materials from my PhD work on thermal and saline buoyant_jet:
    • Gmsh mesh generation scripts
    • OpenFOAM case setups for RANS and LES
    • NEK5000 case setups for DNS
    • Python post-processing scripts
    • Experimental datasets and visualizations codes

Explore more of my work in the repository above — contributions welcome!

Current Research Projects

  • Numerical and physical modeling of Desalination Discharges
  • Surrogate Modeling for Environmental Flows
  • River Scouring Around Infrastructure
  • Landslide-Generated Waves

Skills & Tools

  • OpenFOAM, NEK5000, CFD-DEM, Gmsh, ParaView
  • Laser-Induced Fluorescence (LIF) and Particle Image Velocimetry (PIV)
  • Python, MATLAB, C++, PyVista, NumPy, scikit-learn

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