projects

Currently available projects for students

I have a keen interest in providing student projects that apply new and developing computer science approaches to scientific problems in the Earth Sciences. You can find potential student projects below. If you have a project in mind that you’re passionate about that involves Computation and Earth Sciences, then please feel free to contact me and I’d happy to chat and/or put you in touch with the right people.

Past Projects

2023

  • Heming Zhu, "Application and performance analysis of Soft Spectral Element Method in Wave Simulations" (COMP4550), co-supervised with Quanling Deng
  • Xuzeng He, "Unleashing the power of Machine Learning in Geodynamics" (COMP4560), co-supervised with Alberto F. Martin and Sia Ghelichkhan
  • Raymond Horley, "Deep learning techniques for seasonal climate forecasts in Australia" (COMP3770) co-supervised with Warren Jin (CSIRO)
  • Muhammad Sulthan Mazaya, "Optimisation and integration of geodynamic forward models into a Bayesian Trans-dimensional framework" , (FRT Scholar), co-supervised with Sia Ghelichkhan and Mark Hoggard
  • Ishan Tandon, "Bayesian Trans-dimensional inversion of geodynamics observations" , (FRT Scholar) , co-supervised with Sia Ghelichkhan and Mark Hoggard
  • Porntipa Poonpolsub, "Curvelet wavefield partitioning of DAS observations", (Summer Scholar), co-supervised with Voon Hui Lai and Meghan Miller
  • Lin Xi, "Curvelet wavefield partitioning of DAS observations", (Summer Scholar), co-supervised with Voon Hui Lai and Meghan Miller