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We have 210 cardiff PhD Projects, Programmes & Scholarships

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cardiff PhD Projects, Programmes & Scholarships

We have 210 cardiff PhD Projects, Programmes & Scholarships

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Quantum Leap in Medical Diagnosis: Advanced Magnetic Resonance Spectroscopy for Metabolite Quantification

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
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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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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Achieving Robust Quantum Control through Deep Reinforcement Learning

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
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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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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Early-Stage Cancer Detection with Lightweight and Robust Machine Learning

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
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Addressing Cybersecurity Challenges in Large Language Models (LLMs) [SELF-FUNDED STUDENTS ONLY]

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
 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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Efficient and scalable consensus algorithms for decentralised cryptocurrencies [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
A decentralised cryptocurrency, such as Bitcoin invented by Satoshi Nakamoto, is a digital currency that can be transferred between users in a peer-to-peer manner without a centralised authority such as a Bank. Read more
 Supervisors: Dr P Corcoran, Prof I Spasic, Prof M Chen
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Efficient and scalable consensus algorithms for decentralised cryptocurrencies

Cardiff University Cardiff School of Computer Science & Informatics
A decentralised cryptocurrency, such as Bitcoin invented by Satoshi Nakamoto, is a digital currency that can be transferred between users in a peer-to-peer manner without a centralised authority such as a Bank. Read more
 Supervisors: Dr P Corcoran, Prof I Spasic, Prof M Chen
 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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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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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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