Current research degree projects

Explore our current postgraduate research degree and PhD opportunities.
Explore our current postgraduate research degree and PhD opportunities.
MLOps refers to the processes for developing and maintaining machine learning systems. Robust MLOps ensure reliability under uncertainty, adversarial conditions, and distributional shifts. Given the massive growth of ML-based projects across scientific fields, effectively managing risks to MLOps robustness has become non-negotiable.
The next generation of unmanned aerial vehicles (UAVs) must be capable of independent perception, reasoning, and adaptation in complex and dynamic environments. This PhD project aims to design a UAV platform equipped with intelligent sensing, physics-based modelling, and intelligent real-time decision-making to achieve situational awareness far beyond what is possible today.
This research focuses on the visual inspection of aircraft images in digital format. It involves identifying various types of defects and training these images using machine learning techniques. The goal is to develop a tool that assists maintenance engineers during checks by indicating what actions are needed next, such as assessing the criticality of a defect. In addition, the research will deliver a cost benefit analysis of the whole process, to evaluate the actual benefits from such digitalized and automated tool.
This PhD project focuses on Artificial Medical Intelligence, creating AI tools that anticipate risks rather than respond after disease develops. By integrating real-world health data, you will develop digital twins and predictive models to guide prevention and personalised care, combining machine learning innovation with clinical collaboration to improve outcomes.
Offshore wind energy is vital for a net-zero future, but efficient operation and maintenance (O&M) remain major challenges. This project explores how artificial intelligence can transform O&M by enabling automated risk analysis, predictive maintenance, and resilient energy systems, bridging digital innovation with sustainable offshore energy development.