Liam Blake
School of Computer and Mathematical Sciences
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.
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Education
Date Institution name Country Title 2022 - 2024 The University of Adelaide Australia Master of Philosophy 2018 - 2021 The University of Adelaide Australia Bachelor of Mathematical Sciences (Advanced)
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Theses
Year Citation 2024 Blake, L. (2024). Computable Characterisations of Uncertainty in Differential Equations. (Master's Thesis, The University of Adelaide). -
Preprint
Year Citation 2024 Blake, L., Maclean, J., & Balasuriya, S. (2024). Unifying Lyapunov exponents with probabilistic uncertainty
quantification.2023 Blake, L., Maclean, J., & Balasuriya, S. (2023). The convergence of stochastic differential equations to their
linearisation in small noise limits.
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