PhD student projects
PhD students are a very welcome addition to our research community and we are happy to engage them in excellent research alongside our academic staff members. Below you will find a list of some of the currently available research activities for PhD students.
Please contact the supervisors listed below to discuss each project in more detail and for help with developing a suitable research statement for the project.
Description
Supervisor
Application Deadline
Funding
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
Benchmarking Machine Learning Algorithms
Machine learning algorithms are employed in a myriad of applications in almost any domain, be it industrial, commercial, scientific or academic. Many techniques have been developed to tackle such a di...
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
Design human-like machine learning
A study of the publications available via PubMed alone (a database of 26 million references to biomedical publications), shows that only four machine learning models (linear regression, Bayesian reaso...
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
Artificial Intelligence and Additive Manufacturing
The next generation of Additive Manufacturing (AM) technologies will utilise the aspect of Artificial Intelligence (AI) to enable better design and manufacturability of parts. The aim of this PhD is t...
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
Design of Experiments for Network Science
Design of Experiments (DOE) is a research area within statistics that allows scientists to maximise the amount of information derived from an experiment. Developed (significantly by RA Fisher) initial...
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
Designing interactions with digital money
The PhD will explore how people use and interact with money to explore how digital systems can be designed for more effective and suitable purposes. This topic could cover consumer payment systems, pe...
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
Machine learning for biometric identification
Biometric identification aims to recognize people's identity through the use of signals or images from which one can extract features that are distinctive to each person. This PhD project will focus o...
All year round
Self Funded
Self Funded
Geometric deep learning
Deep learning has had tremendous success in a variety of applications. Nevertheless, many data don’t follow a euclidean underlying structure: for example social networks, sensor networks, types of bra...
All year round
Self Funded
Self Funded
Multi-fidelity Modelling of Electronics Cooling
Electronics cooling is critical to the reliable performance of a vast array of todays technologies including datacentres, electric vehicles, avionics, telecommunictions to name only a few. Pertinent t...
All year round
Self Funded
Self Funded
Mapping Software Systems based on Domains
This project is based on inter-disciplinary research: on the one hand, it is a Computer Science project, where a good understanding of software programming is needed. On the other hand, it is a Biolog...
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
Optimisation methods for (deep) neural networks
A machine learning algorithm can be viewed as a mapping between inputs and outputs, with the scope of optimising and tuning the parameters that describe it so that the performance is improved. The los...
All year round
Self Funded
Self Funded
Autonomous 5G Networks
5G Networks are expected to support many use cases ranging from autonomous vehicles, e-health, industry 4.0, entertainment, transport, smart cities etc. which will place a wide range of technical requ...
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
Neuromorphic-computing models and its applications
Neuromorphic-computing models are the ones that can simulate human brains architecture and connections. It is composed of large numbers of neurons and nonlinear connections. The developed deep neural ...
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded
All year round
Self Funded
Self Funded