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Cardiff University PhD Projects, Programmes & Scholarships

We have 193 Cardiff University PhD Projects, Programmes & Scholarships

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

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)

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

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)

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

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)

Integrative Image-Based Clustering for Robust Disease Stratification in Psychiatric Disorders

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Dr C McNabb

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Effects of FADS2 single-nucleotide polymorphisms on clathrin-mediated endocytosis in human induced pluripotent stem cell-derived neurons

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Prof A Harwood

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Novel MEG-measures of oscillatory dysconnectivity in psychosis and risk of psychosis

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Prof K Singh

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Effect of Probiotics on Dysregulated Complement Mediated Synaptic Pruning Mechanisms relevant to complement C4 risk alleles for Schizophrenia.

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Dr T Hughes

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

A role for cortical niche environment in interneuron maturation and diversification

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Prof M Li

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Deciphering how neurodevelopmental disorder-associated risk mutations disrupt striatal neuron development and function

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Dr M Fjodorova

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Uncovering mechanisms of associative learning and memory in the male and female brain relevant to psychiatric disease

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Prof J Hall

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Immune and metabolomic profile of Copy Number Variation associated with high risk of psychiatric and cardiometabolic conditions

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Dr M van den Bree

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Dissecting the effects of common risk allele for mental disorders on brain's neuroanatomy

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Dr X Caseras

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Reward processing deficits in the cacna1c rat model of genetic risk for psychiatric disorder: biological bases and potential pharmacological rescue.

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Prof D Dwyer

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

Novel data analysis approaches to improve genome wide analyses of schizophrenia and enable drug target identification

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Dr AFP Pardiñas

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

How does early life influence the brain and behavioural profile of a mouse model for schizophrenia

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Prof A R Isles

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

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

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)

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

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)

Privacy risks and countermeasures for IoT devices [SELF-FUNDED STUDENTS ONLY]

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

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

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)

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)

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)

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)

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

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)

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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