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

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...

Professor John Cosmas

All year round

Self Funded

Exploring the potential of human-like computing methods and applications in education or healthcare
Intelligent, ‘human-like’ applications, 3D games, and interfaces are becoming more common in our everyday lives, and as an important area of focus within the fields of Multimedia / Human-Computer Inte...

Dr Arthur Money
Professor George Ghinea
Dr Timothy Cribbin
Dr Stasha Lauria

All year round

Self Funded

Software Architecture Recovery and Consistency of Mobile Applications
Project Summary: Mobile applications are being developed by new platforms such as Android with their own programming languages, e.g., Java version for Android. Currently, mobile applications are small...

Dr Nour Ali
Dr Rumyana Neykova

All year round

Self Funded

Novel machine learning methodologies for human action correction in videos
The goal of this research is to motivate patients with disabilities to get better in a faster, easier and fun way. It will apply artificial intelligence methods to a software that turns traditional ph...

Dr Crina Grosan

All year round

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...

Dr Andrea Capiluppi

All year round

Self Funded

Development of machine learning methods to redesign protein dynamics
Protein function is often coupled with conformational changes. This project is aimed at developing machine learning methods to inform protein design. The student will be required to design, develop an...

Dr Alessandro Pandini

All year round

Self Funded

Artificial intelligence technology development for medical applications
In this project, advanced deep learning algorithms will be developed for medical data (e.g. biomedical signals, images, sound, touch, pressure, etc.). The sensors will be studied, signal processing me...

Dr Hongying Meng

All year round

Self Funded

Design Guidelines for Musemedia – multiple sensorial media
Mulsemedia - multiple sensorial media - makes possible the inclusion of layered sensory stimulation and interaction through multiple sensory channels. The recent upsurge in technology and wearables pr...

Professor George Ghinea
Dr Arthur Money

All year round

Self Funded

Investigating methods and applications of citation context analysis
Traditionally, scientometric/text-mining approaches have treated the content of scientific articles and their citations as distinct units of analysis. The term “citation context” refers to an approach...

Dr Timothy Cribbin
Dr Arthur Money
Professor George Ghinea
Dr Stasha Lauria

All year round

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 ...

Dr Hongying Meng

All year round

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...

Dr Crina Grosan

All year round

Self Funded

Deep Learning for Video Compression
This project will firstly examine and analyse deep learning techniques particularly in the context of their applicability to ultra high resolution (4K/8K) image/video compression. The project will loo...

Professor Abdul Sadka

All year round

Self Funded

Comparative studies and benchmarking machine learning algorithms
Machine learning algorithms are employed in a myriad of applications in almost any domain, being it industrial, commercial, scientific or academic. Many techniques have been developed to tackle such a...

http://www.brunel.ac.uk/people/liliana-teodorescu

All year round

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...

Dr Nikolaos Boulgouris

All year round

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...

Dr. Alina Miron

All year round

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...

Dr. James Tyacke

All year round

Self Funded

Fully-funded studentships

Our funded studentships become available at different times of the year. Please keep checking our page regularly to see the latest funded opportunities. We also advertise all our funded studentships as soon as they become available on the @BrunelResearch twitter account.

View all studentships