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

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Computer Science PhD Research Projects PhD Projects, Programmes & Scholarships in Cardiff

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

Cardiff University

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Quantum Leap in Medical Diagnosis: Advanced Magnetic Resonance Spectroscopy for Metabolite Quantification [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
Magnetic resonance spectroscopy (MRS) offers a powerful, non-invasive window into the body's biochemistry. By analyzing the unique spectral signatures of small molecules called metabolites, involved in essential cellular processes, MRS has the potential to revolutionize disease diagnosis. Read more
 Supervisors: Dr F Langbein, Dr O Karakus
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Achieving Robust Quantum Control through Deep Reinforcement Learning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
The success of quantum computing, simulation, and sensing applications hinges on achieving robust control over quantum systems. Read more
 Supervisors: Dr F Langbein, Dr K Sidorov, Dr Y Li
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Early-Stage Cancer Detection with Lightweight and Robust Machine Learning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
This PhD project addresses the challenge of early-stage cancer detection. Artificial intelligence (AI) and machine learning (ML) are transforming medical diagnosis, such as cancer detection. Read more
 Supervisors: Dr F Langbein, Dr J Wu, Dr K Sidorov, Dr A Abdelmoty
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Addressing Cybersecurity Challenges in Large Language Models (LLMs)

Cardiff University Cardiff School of Computer Science & Informatics
The surge in the adoption of Large Language Models (LLMs) across diverse industries has highlighted significant cybersecurity concerns. Read more
 Supervisors: Dr L Williams, Dr E Anthi, Dr G Theodorakopoulos
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Privacy risks and countermeasures for IoT devices

Cardiff University Cardiff School of Computer Science & Informatics
IoT devices, such as smart plugs and switches, smart lightbulbs, doorbells and door locks, motion sensors, smart watches, operate within a networked home environment in frequent interaction with the user. Read more
 Supervisors: Dr G Theodorakopoulos, Dr T Spyridopoulos, Dr E Anthi
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Argumentative Machine Learning

Cardiff University Cardiff School of Computer Science & Informatics
Project description. AI has made significant progress in recent years and has become a part of our daily lives, for instance in the form of virtual assistants, smart homes, and advanced driver assistant systems in cars. Read more
 Supervisors: Dr N Potyka, Prof S Schockaert
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Advancing the Trustworthiness of Large Language Models by Credibility Evaluation and Argument Analysis

Cardiff University Cardiff School of Computer Science & Informatics
Project description. Large-language models (LLMs) are currently one of the most studied models in Artificial Intelligence (AI) and the basis for recent chatbots such as ChatGPT, Claude and Gemini. Read more
 Supervisors: Dr N Potyka, Prof S Schockaert
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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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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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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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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Model Predictive Control for Autonomous Vehicles and Robots [Self Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics
Model predictive control (MPC) is a family of modern control methods that have demonstrated impressive performance in a variety of scenarios, including in robotics and autonomous vehicle control. Such methods rely on models that can predict a system's future behaviour in response to control inputs in order to find the optimal actions that drive the system to a desired state. Read more
 Supervisor: Dr K Sidorov
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Improving Electric Vehicles’ Safety and Security through Cyber Situational Awareness [Self-Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics
Context. To reduce greenhouses gases from the largest emitting sector, electric vehicles (EVs) present great opportunities for country like UK. Read more
 Supervisors: Dr N Saxena, Dr QZ Zhang, Prof O F Rana
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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