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deep learning PhD Projects, Programmes & Scholarships

We have 171 deep learning PhD Projects, Programmes & Scholarships

Federated Learning for Multi-Modal Pulmonary Disease Diagnosis in Real-Time Clinical Environments

Kingston University

Faculty of Engineering, Computing and the Environment

Pulmonary diseases such as chronic obstructive pulmonary disease (COPD), pneumonia, and lung cancer are global health challenges. Read more

Supervisor: Dr T Rahim

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

Machine learning for affective manipulation in music brain computer interfaces

University of Reading

Department of Biomedical Engineering

At the University of Reading, we have created one of the first music brain computer interfaces (BCI). Read more

Supervisor: Prof S Nasuto

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

Cyber Security, Artificial Intelligence, Machine Learning and Blockchain Technology: Mitigating Cyber Attacks and Detecting Malicious Activities in Network Traffic

University of Bradford

Faculty of Engineering & Digital Technologies

Research Group: Applied Computing

Cyber attacks have become more widespread and several attacks have made headline news over the past decade, targeting industrial companies and governmental organisations. Read more

Supervisor: Dr I Ghafir

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

Leveraging machine learning to improve assisted reproductive technology outcomes for those with endometriosis.

University of Liverpool

Institute of Life Course and Medical Sciences

Infertility is a disease of the reproductive system defined as a failure to achieve a clinical pregnancy after 12 months or more of regular unprotected intercourse. Read more

Supervisors: Dr N Tempest, Dr W El-Bouri, Prof D Hapangama, Dr C Hill

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

Employing digital twins in the pursuit of real ones: leveraging machine learning to improve assisted reproductive technology outcomes

University of Liverpool

Institute of Life Course and Medical Sciences

Infertility is a disease of the reproductive system defined as a failure to achieve a clinical pregnancy after 12 months or more of regular unprotected intercourse. Read more

Supervisors: Dr N Tempest, Dr W El-Bouri

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

Data-driven Approaches to Viscoelastic Flow Control

The University of Manchester

Department of Mechanical and Aerospace Engineering

Many liquids in industry and biology are viscoelastic (like paints, blood, saliva, and DNA suspensions among many others), displaying a mixture of both viscous and elastic properties. Read more

Supervisors: Dr M Beneitez, Dr J King

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

Thought-to-Text using Generative AI

University of Strathclyde

Department of Computer and Information Sciences

This project explores the development of cutting-edge thought-to-text systems within the realm of brain-computer interface (BCI) technology. Read more

Supervisor: Dr Y Moshfeghi

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

Robust Machine Vision and AI for Perception in Autonomous Robotic Systems

University of Aberdeen

School of Engineering

These projects are open to students worldwide, but have no funding attached. Therefore, the successful applicant will be expected to fund tuition fees at the relevant level (home or international) and any applicable additional research costs. Read more

Supervisors: Dr A Rohan, Prof S Aphale, Dr S Kannan

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

Thought-to-Text using Generative AI

University of Strathclyde

Department of Computer and Information Sciences

This project explores the development of cutting-edge thought-to-text systems within the realm of brain-computer interface (BCI) technology. Read more

Supervisor: Dr Y Moshfeghi

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

PhD Studentship in Robotics and AI: Robust Perception for Robots in Complex Processes / Open World

University of Birmingham

Department of Mechanical Engineering

From safer surgery to sustainable factories and net-zero supply chains, we increasingly rely on robots to do work that is difficult, repetitive, or chronically understaffed. Read more

Supervisor: Dr J Ye

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

Mitigating LLM-Generated Disinformation via Machine Unlearning: Toward Safer Generative AI

Edinburgh Napier University

School of Computing, Engineering & the Built Environment

False and harmful narratives propagated by large language models threaten the integrity of information in elections, public health, and crisis response. Read more

Supervisors: Dr Z Tan, Dr YY Yu

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

Deep Vision - A Machine Vision Framework for the Detection and Classification of non explored Pig Behaviour

University of Salford

School of Science, Engineering and Environment

Traditional methods for monitoring pig welfare on large farms are labour-intensive and often fail to detect early signs of distress. Read more

Supervisors: Dr A Alameer, Dr T Mansouri

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

Physics-Informed, Explainable, and Uncertainty-Aware AI for polymer extrusion modelling

The University of Manchester

Department of Materials

Polymer extrusion is a fundamental stage in polymer processing, producing polymeric materials for a wide range of applications including packaging, construction, and healthcare. Read more

Supervisor: Dr C Abeykoon

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

PhD in Bridging Physics and Earth Observation: Geospatial foundation models for real-time flood mapping.

Newcastle University

School of Engineering

Overview of the Project. Flooding is one of the most significant natural hazards in the United Kingdom, with increasing frequency and severity driven by climate change and urban expansion. Read more

Supervisors: Dr MP Peppa, Dr V Glenis, Dr M Herrera

30 June 2026 PhD Research Project Funded PhD Project (Students Worldwide)

Investigating cellular mechanisms underlying lung fibrosis using omics approaches

University of Southampton

School of Biological Sciences

Lung fibrosis kills thousands annually with no curative treatment. This project decodes the cellular and molecular mechanisms driving fibrosis initiation and progression, combining human models, spatial multi-omics, and AI/ML-based computational analysis of patient lung tissue. Read more

Supervisors: Dr K N Natarajan, Dr M Jones

15 July 2026 PhD Research Project Funded PhD Project (UK Students Only)

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