Cardiff University Computer Science PhD Projects, Programmes & Scholarships

We have 85 Cardiff University Computer Science PhD Projects, Programmes & Scholarships

Interpretation and Explanation of Language Model Outputs

Cardiff University Cardiff School of Computer Science & Informatics

Project description. Present-day deep learning models often operate as formidable black boxes, excelling in performance metrics but lacking transparency in their decision-making processes. Read more

Supervisors: Dr M T Pilehvar, Dr JC Camacho Collados

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Interpretation and Explanation of Language Model Outputs [Self-funded students only]

Cardiff University Cardiff School of Computer Science & Informatics

Project description. Present-day deep learning models often operate as formidable black boxes, excelling in performance metrics but lacking transparency in their decision-making processes. Read more

Supervisors: Dr M T Pilehvar, Dr JC Camacho Collados

Year round applications PhD Research Project Self-Funded PhD Students Only

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Integrating numbers into document representation models for improved text classification

Cardiff University Cardiff School of Computer Science & Informatics

About the Project. Clinical text often includes numbers of various types and formats. However, most current text classification approaches do not take advantage of these numbers. Read more

Supervisor: Prof I Spasic

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Analysing Inconsistent Information over Time

Cardiff University Cardiff School of Computer Science & Informatics

The increasing diversity of information on the Internet from formal sources such as official information pages of government and research institutes and less formal sources such as social media and blog posts, makes it increasingly difficult to form a consistent opinion. Read more

Supervisors: Dr N Potyka, Dr R Booth

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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World modelling for social robot navigation

Cardiff University Cardiff School of Computer Science & Informatics

Project description. Socially compliant navigation capabilities are essential for building robots that can operate in human-populated environments. Read more

Supervisors: Dr V Romero-Cano , Dr J Hernandez Vega

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Multi Risk and Resilience

Cardiff University Cardiff School of Engineering

Self funded 3 year PhD, October 2024 start. This interdisciplinary project aims to enhance infrastructure resilience and sustainability using advanced numerical modelling combined with machine learning. Read more

Supervisor: Dr VN Novelli

31 May 2024 PhD Research Project Self-Funded PhD Students Only

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PhD Studentship in Visual Perception for AI Generated Content

Cardiff University Cardiff School of Computer Science & Informatics

Research Group: Visual Computing

One fully funded, full-time PhD candidate position to work with Dr Wei Zhou in the School of Computer Science on a project titled “Visual Perception for AI Generated Content”. Read more

Supervisor: Dr W Zhou

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Applying novel imaging methods and machine learning techniques to advance in-vivo knee biomechanics analysis

Cardiff University Cardiff School of Engineering

3 years full time start date July/October 2024. Project Summary. This is an opportunity to work on an exciting project focussed on machine learning applied to in-vivo knee biomechanics working with Cardiff University, Imperial College, Katholieke Universiteit Leuven and University of Florida. Read more

Supervisors: Prof C A Holt, Dr DW Williams

30 April 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Interpretable Reinforcement Learning [Self-Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics

Research Group: Visual Computing

Reinforcement learning (RL) enables agents to learn optimal policies by interacting with the environment. The agent collects experience from trial-and-error and optimises its action rules from the environment feedback. Read more

Supervisors: Dr J Wu, Dr Y Lai, Dr Z Ji

Year round applications PhD Research Project Self-Funded PhD Students Only

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Cyber Incident-Response of Electric Vehicle Infrastructure [Self-Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics

Context. Advanced cyber-attacks can massively disrupt the physical systems such electric vehicle (EV) infrastructure. It is not always possible to protect the system against potential threats and the available detection capabilities may not be enough. Read more

Supervisors: Dr N Saxena, Prof L Cipcigan, Prof O F Rana

Year round applications PhD Research Project Self-Funded PhD Students Only

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Cyber Resiliency of Electric Vehicle Infrastructure [Self-Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics

Cyber resiliency is one of the key requirements for constantly fighting against cyber-attacks on critical infrastructure. Research community as well as industry have realised that providing cyber resiliency is one of the key challenges as of now. Read more

Supervisors: Dr N Saxena, Prof O F Rana

Year round applications PhD Research Project Self-Funded PhD Students Only

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Enhancing Women’s Access and Experiences of Care during Pregnancy through Digital Health Technologies [Self-Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics

Research Group: Cybersecurity, Privacy and HCC Research Section

This project is in collaboration with the University of Leicester, the University of Cape Town, and the broader EPSRC/GCRF funded UK-South Africa CoMaCH Network on Co-designing community-based digital health interventions for maternal and child health https://comach.melissadensmore.com/. Read more

Supervisor: Dr N Verdezoto Dias

Year round applications PhD Research Project Self-Funded PhD Students Only

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Towards a clinical MEG system: theoretical and practical insights into the use of optically pumped magnetometers

Cardiff University Cardiff School of Physics and Astronomy

Magnetoencephalography (MEG) is a non-invasive medical imaging technique that allows characterisation of human brain electrophysiology by measuring magnetic fields generated by neural currents. Read more

Supervisors: Dr L Beltrachini, Prof K Murphy

Year round applications PhD Research Project Self-Funded PhD Students Only

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Simulation-based Inference of gravitational waves signals from black holes and neutron stars

Cardiff University Cardiff School of Physics and Astronomy

Black holes and neutron stars are the densest objects in the universe, well beyond what we can produce in a laboratory and at the very edge of our understanding of physics. Read more

Supervisors: Dr V Raymond, Prof S Fairhurst

Year round applications PhD Research Project Self-Funded PhD Students Only

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Revealing the Hidden Light: Understanding the cosmic dust and cold gas in nearby galaxies.

Cardiff University Cardiff School of Physics and Astronomy

Over half the light ever emitted by stars in the Universe having been absorbed by cosmic dust, and the situation is worse (>90%) when looking at regions where star-formation is occurring. Read more

Supervisors: Dr MW Smith, Prof S Eales

Year round applications PhD Research Project Self-Funded PhD Students Only

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We have 85 Cardiff University Computer Science PhD Projects, Programmes & Scholarships

Cardiff University Computer Science PhD Projects, Programmes & Scholarships

We have 85 Cardiff University Computer Science PhD Projects, Programmes & Scholarships

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