Researcher

Fields of Research (FoR)

Artificial Intelligence and Image Processing, Petroleum and Reservoir Engineering, Carbon Sequestration Science, Computational Fluid Dynamics, Mining Engineering, Powder and Particle Technology

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Biography

https://scholar.google.com/citations?user=dTVGAC0AAAAJ&hl=en#

PhD: 2020, UNSW, Machine Learning Methods and Computationally Efficient Techniques in Digital Rock Analysis and micro-CT Imaging

BE(Hons): 2015, UNSW - University Medal


My Research Supervision


Supervision keywords

https://scholar.google.com/citations?user=dTVGAC0AAAAJ&hl=en#

PhD: 2020, UNSW, Machine Learning Methods and Computationally Efficient Techniques in Digital Rock Analysis and micro-CT Imaging

BE(Hons): 2015, UNSW - University Medal


My Research Supervision


Supervision keywords


Areas of supervision

  • Deep Learning Methods for Digital Petrophysics:
    • The digital and data driven nature of image based rock analysis lends itself well to being enhanced by Deep Learning techniques.
  • Efficient and Massive Computations of Pore Scale Flow:
    • Pore-scale flow modelling forms the basis for digital petrophysics modelling, so improving efficiency and methodologies pushes the discipline forwards in assisting in Special Core Analysis.
  • Hydrogen Storage
    • The decarbonisation and energy transition undertaken in the coming decades involves hydrogen resources that require storage.
  • Mine-scale Geomechanics and Fluid Dynamics

My Teaching

Enhanced Oil Recovery - 2021

Production Engineering - 2021

Business Practices in the Petroleum Industry - 2020, 2021

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Location

Level 2 Tyree Energy Technologies Building