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Colleges

Research Degrees

PhD research student applications are welcomed by the BSEL Research Group all year round.  Research students are valued members of our thriving, research-intensive team. We are particularly interested in supervising students' research in any of the broad range of topics listed below. Please note that the topic list is not exhaustive, so feel free to contact a member of BSEL with your ideas. 

Some candidate PhD topics that group members are interested in supervising in the future may include, but are not limited to:

  • Software Architecture
  • Software Fault Analyses
  • Understanding of Defects in Software
  • Refactoring and Bad Smells
  • Effort Estimation in Software Projects
  • Search Based Software Engineering
  • Human Aspects of Software Engineering
  • Metrics and Patterns in Software Projects
  • Data Analytics for Software Engineering

See below a list of available PhD projects in Computer Science that includes projects in our area:

Description
Supervisor
Funding
Multi-omics data analysis for critical disease prediction
Personalised treatment is a new and strategic approach to separates patients into different groups based on their personal response or risk of disease so that treatments can be tailored to the individ...
Yang Yang
Self Funded
Autonomous Drone Surveys and Convolutional Neural Networks for Bridge Maintenance: A Predictive Approach Using Finite Element Analysis
Objective: The primary objective of this research is to develop a comprehensive framework for bridge maintenance that integrates autonomous drone surveys, convolutional neural networks (CNNs), and Fin...
Michael Rustell
Self Funded
Using Machine Learning to Simulate Macroscopic phenomena for Fluid Dynamics
Macroscopic dynamic phenomena involving free and solid boundaries exist both in nature and industrial environments and are often associated with incidents of potentially high industrial impact. Such d...
Nadine Aburumman
Self Funded
Deep Learning and Natural Language Processing Based FinTech prediction
Financial markets including stocks and forex constantly fluctuate. Apart from individual company performances, various external factors such as human psychology of the masses, local and international ...
Self Funded
Natural Language Processing for Public Health Surveillance
The sale of sugary products is still strong, despite the recommendations to reduce their consumption. When children consume too much sugar, they can suffer from obesity, type 2 diabetes and cardiovasc...
Self Funded
Development of an Optical Shape Sensing Method Using Optoelectronic Sensors for Soft Flexible Robotic Manipulators in Minimally Invasive Surgery
Over the last two decades, many soft continuum manipulators have been developed by many academic institutions and industries for MIS (minimally invasive surgery), endoscopy, and colonoscopy because th...
Yohan Noh
Self Funded
Automatic computational fluid-dynamics
Computational fluid-dynamics (CFD) is undergoing a revolution from steady to high-fidelity unsteady methods.  A key time limitation to running CFD is in setting up a case to be run and processing data...
James Tyacke
Self Funded
Large Language Models (LLM) for Automated Finite Element Analysis
This is a Self-Funded project - please only apply if you have funding to undertake this project Large Language Models such as Chat GPT3 represent a significant development in artificial intelligence ...
Michael Rustell
Tatiana Kalganova
Self Funded
Machine learning for natural language modelling and processing
Text and language processing is of great importance in many applications where an intelligent system is required to understand language and respond to queries. The PhD project will use machine learnin...
Self Funded
Use of Large Language Models (LLM) as a Structural Engineering Design Assistant
This is a self-funded project - please only apply if you have funding to undertake this project Large Language Models such as Chat GPT3 represent a significant development in artificial intelligence ...
Michael Rustell
Tatiana Kalganova
Self Funded