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healthcare PhD Projects, Programmes & Scholarships

We have 329 healthcare PhD Projects, Programmes & Scholarships

Geo-Aware Graph Learning for Transferable Flood Mapping from Earth Observation Data (GRAFT)

Cardiff University

Cardiff School of Computer Science & Informatics

Project Description. Flood mapping from Earth observation (EO) data is a critical input to disaster risk management and climate resilience planning. Read more

Supervisors: Dr O Karakus, Dr P Corcoran, Prof P Rosin, Prof P Atkinson

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

Generative Bayesian Inference for Remote Sensing Inverse Problems (GENESIS-RS)

Cardiff University

Cardiff School of Computer Science & Informatics

Project Description. Remote sensing measurements provide indirect, noisy, and often incomplete observations of environmental systems. Read more

Supervisors: Dr O Karakus, Prof P Rosin, Prof P Atkinson

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

Computational abstraction for biologically plausible models of reasoning

Cardiff University

Cardiff School of Computer Science & Informatics

Research Group: Artificial Intelligence and Data Analytics

Project Description. AI research today adheres to a data-first paradigm. From a　mathematical perspective, however, data can be seen as a product of models, i.e., mathematical assumptions such as structures, variables, and parameters, underlying AI systems. . Read more

Supervisors: Dr H Kido, Dr Y Li

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

Towards Scalable and Reliable Human Evaluation Frameworks for NLP Systems

Cardiff University

Cardiff School of Computer Science & Informatics

Research Group: Artificial Intelligence and Data Analytics

Project Description . Human evaluation remains a central component of assessing modern natural language processing (NLP) systems, particularly for tasks where correctness, usefulness, or appropriateness cannot be fully captured by automatic metrics. Read more

Supervisors: Dr F Alva Manchego, Dr N Verdezoto Dias

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

Human-AI Collaboration for High-Stakes Text Production

Cardiff University

Cardiff School of Computer Science & Informatics

Research Group: Artificial Intelligence and Data Analytics

Project Description . As Artificial Intelligence (AI) systems (such as Large Language Models) are increasingly used to support high-stakes text production, understanding how humans and AI systems should collaborate becomes critical. Read more

Supervisors: Dr F Alva Manchego, Prof S Schockaert

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

Designing Benchmarks that Reflect Real-World NLP Use

Cardiff University

Cardiff School of Computer Science & Informatics

Research Group: Artificial Intelligence and Data Analytics

Project Description . NLP benchmarks strongly influence research directions, yet many benchmarks prioritise convenience and leaderboard performance over realism, usability, and societal relevance. Read more

Supervisors: Dr F Alva Manchego, Dr JC Camacho Collados

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

Decision Tree Induction from Small Language Models for Black-Box LLM Adaptation

Cardiff University

Cardiff School of Computer Science & Informatics

Research Group: Artificial Intelligence and Data Analytics

Project Description. Flagship black-box large language models (LLMs) such as GPT-5 and Gemini-3 perform well across a wide range of tasks, including those that require reasoning or generating explanations. Read more

Supervisors: Dr N Kumar, Prof S Schockaert

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

Explainable AI using human-computer dialogue

Cardiff University

Cardiff School of Computer Science & Informatics

Research Group: Artificial Intelligence and Data Analytics

Project Details. Abstract . With the rise of autonomous intelligent technology, the ability to explain why a particular action was proposed or taken is more urgent than ever. Read more

Supervisors: Dr MWA Caminada, Dr R Booth

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

Intelligent, low-power, and networked biodiversity monitoring device

Cardiff University

Cardiff School of Computer Science & Informatics

Project Description. Note. Read more

Supervisors: Dr J Beuchert, Dr NP Pham

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

Foundation Models for Tactical Understanding in Football (FOUND-Football)

Cardiff University

Cardiff School of Computer Science & Informatics

Project Description. The increasing availability of high-resolution football tracking data has transformed performance analysis, yet most existing machine learning approaches remain task-specific, league-dependent, and poorly transferable. Read more

Supervisors: Dr O Karakus, Dr P Corcoran, Prof P Atkinson

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

Calibrated Multimodal Verification to Prevent Hallucination in Robot Planning and Manipulation

Cardiff University

Cardiff School of Computer Science & Informatics

Project Description. Large multimodal models are increasingly used as high-level “cognitive” modules in robotics, translating natural-language instructions into plans, explanations, and intermediate goal representations. Read more

Supervisors: Dr Y Zhou, Dr JC Camacho Collados, Dr G Cao

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

Explainable Rankings through Computational Argumentation

Cardiff University

Cardiff School of Computer Science & Informatics

Research Group: Artificial Intelligence and Data Analytics

Project Description. Ranking systems are central to decision-making in domains such as sports analytics, search engines, recruitment, and academic evaluations. Read more

Supervisors: Dr R Booth, Dr MWA Caminada

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

Safeguarding Language Models: Engineering Protective Responses to Mental Health Crises

Cardiff University

Cardiff School of Computer Science & Informatics

Research Group: Artificial Intelligence and Data Analytics

Project Description. Large Language Models (LLMs) are increasingly embedded in contemporary digital environments, yet their handling of crisis-related interactions remains inconsistent and carries substantial safety risks. Read more

Supervisors: Dr C Perez-Almendros, Dr LES Espinosa-Anke, Dr R Evans

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

PhD in Chemistry: Sustainable Main Group Catalysis Using Frustrated Lewis Pairs

Cardiff University

Cardiff School of Chemistry

Prof. Rebecca Melen is looking for an enthusiastic PhD student to join her team on an ERC funded project on sustainable catalysis. Read more

Supervisor: Prof R Melen

Year round applications PhD Research Project Funded PhD Project (European/UK Students Only)

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