Research group

Current PhD students:

- Tianming Bai, 09/20-present. Gaussian process regression for inference with PDEs. Co-supervised with Konstantinos Zygalakis (UoE).

- Conor Moriarty-Osborne, 05/21-present. Theory and application of deep Gaussian processes. Main supervisor. Funded by a MAC-MIGS studentship.

- Simon Urbainczyk, 09/21-present. Deep Gaussian processes for Bayesian inference. Co-supervised with Jonas Latz (University of Manchester).

- Anastasia Istratuca, 05/22-present. Multilevel Monte Carlo methods for uncertainty quantification. Co-supervised with Abdul-Lateef Haji-Ali (HWU). Funded by a MAC-MIGS studentship.

- Elliot Addy, 09/22-present. History matching to calibrate complex process-based simulators. Co-supervised with Ken Newman (BioSS) and Jonas Latz (University of Manchester). Funded by a MAC-MIGS studentship, co-funded with BioSS .

- Christian Jimenez Beltran, 09/23-present. Bayesian neural networks in inverse problems. Co-supervised with Konstantinos Zygalakis (UoE) and Antonio Vergari (UoE, Informatics).

Current Postdocs:

- Martin Brolly, October 2023 - present. Working on inverse problems and Bayesian inference in fluid dynamics, funded by an EPSRC New Investigator Award.

Previous group members:

- Martin Brolly, PhD student May 2020 - September 2023. Stochastic modelling and inference of ocean transport. Main supervisor Jacques Vanneste (UoE), co-supervisors James Maddison (UoE) and myself. Funded by a MAC-MIGS studentship.

- Jonathan Spence, PhD student May 2020 - November 2023. Hierarchical and adaptive methods for accurate and efficient risk estimation. Second supervisor, main supervisor Abdul-Lateef Haji-Ali (HWU). Funded by a MAC-MIGS studentship.

Opportunities:

I'm currently a supervisor in the doctoral training programme MAC-MIGS 2024 (Maxwell Institute Graduate School in Modelling, Analysis and Computation). If you would like to join my research group as a PhD student, or are interested in doing a PhD in my areas of research in general, then I would encourage you to apply to MAC-MIGS.

If you would like to join my research group as a postdoc, you can have a look at fellowship opportunities here and get in touch with me to discuss.