Liam Blake

Liam Blake

Sciences, Engineering and Technology Faculty Office

Faculty of Sciences, Engineering and Technology


My Master of Philosophy research project worked on improving the predictions differential equation models by accounting for inevitable uncertainty and errors in a practical and computationally efficient way. The project was motivated by challenge in various application domains, including climate modelling, oceanography, epidemiology, and fluid mechanics. More broadly, I am interested in problems that lie on the interface between statistics, stochastic processes, and dynamics to draw from my diverse mathematical background.

  • Education

    Date Institution name Country Title
    2018 - 2021 The University of Adelaide Australia Bachelor of Mathematical Sciences (Advanced)
  • Journals

    Year Citation
    2023 Blake, L., Maclean, J., & Balasuriya, S. (2023). The convergence of stochastic differential equations to their
    linearisation in small noise limits.
  • Preprint

    Year Citation
    2024 Blake, L., Maclean, J., & Balasuriya, S. (2024). Unifying Lyapunov exponents with probabilistic uncertainty
    quantification.

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