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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
Funding
Explaining model decisions through dialogue
As Machine Learning and AI models underpin many of the recommendation/decision tools used to in day-to-day life these need to be transparent and explainable. The aim of this research is to explore, de...
Self Funded
Natural Language Processing for Business Intelligence
For over a decade, the Intelligent Data Analysis Research Group has been working in an extensive area of artificial intelligence and data science. Recent projects include medical imaging, bioimaging, ...
Self Funded
Deep Learning for Medical Imaging
For over a decade, the Intelligent Data Analysis Research Group has been working in an extensive area of artificial intelligence and data science. Recent projects include medical imaging, bioimaging, ...
Self Funded
Development of resilient hospitals through enhanced built environment design and research
Approximately one-fifth of the confirmed COVID-19 cases and the majority of the infected frontline healthcare workers were associated with healthcare-acquired infections during the first wave of the C...
Self Funded
Intelligent, Interpretable and Adaptive Design of Steel Structures using Deep Learning and NLP
The overall aim of this research is to develop a smart design assistant which is able to intuitively perform the design of complex steel structures to Eurocode Standards. Design errors are common, cos...
Self Funded
Disruptive Digital Experiences
Digital experiences deliberately go beyond simply communicating information - they seek to strongly engage, involve, and emotionally affect the user using digital means. A huge array of interactions a...
Self Funded
User experience in Extended Reality environments and applications
Extended Reality (XR), which covers Virtual Reality (VR), Augmented Reality (AR) and Mixed Reality (MR), is already in the rise with applications from manufacturing to health to gaming, to name but ju...
Self Funded
Building Information Model Development Using Generative Adversarial Networks
Generative Adversarial Networks (GAN’s), are an approach to generative modelling using deep learning methods, such as convolutional neural networks. Generative modelling is an unsupervised learning ta...
Self Funded
Energy and CO2 Awareness during Software Design and Development
An ever-critical topic is the emergence of Green Software Engineering and how software engineering influences the environment. This project aims to advance the state of the art by defining an approach...
Self Funded
A Machine Learning Approach for Migrating to Microservices
This project aims to advance the state of the art by defining an approach that uses machine learning techniques to automate the migration of monolithic software into microservice architecture. The pur...
Self Funded

 

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