Mr Liam Blake
School of Mathematical Sciences
College of Sciences
I am a doctoral candidate working on developing new schemes for data assimilation in models with unresolved components. My research is supported by the Constance Fraser Scholarship from the University of Adelaide, and the AF Pillow Top-Up Scholarship from ANZIAM.
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.
| Date | Institution name | Country | Title |
|---|---|---|---|
| 2025 | The University of Adelaide / Adelaide University | Australia | Doctor of Philosophy |
| 2022 - 2024 | The University of Adelaide | Australia | Master of Philosophy |
| 2018 - 2021 | The University of Adelaide | Australia | Bachelor of Mathematical Sciences (Advanced) |
| Year | Citation |
|---|---|
| 2024 | Blake, L. (2024). Computable Characterisations of Uncertainty in Differential Equations. (Master's Thesis, The University of Adelaide). |
| Year | Citation |
|---|---|
| 2024 | Blake, L., Maclean, J., & Balasuriya, S. (2024). Unifying Lyapunov exponents with probabilistic uncertainty quantification. |
| 2024 | Blake, L., Maclean, J., & Balasuriya, S. (2024). Rigorous Convergence Bounds for Stochastic Differential Equations with Application to Uncertainty Quantification. DOI |
| 2023 | Blake, L., Maclean, J., & Balasuriya, S. (2023). The convergence of stochastic differential equations to their linearisation in small noise limits. |