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deep learning PhD Projects, Programmes & Scholarships

We have 157 deep learning PhD Projects, Programmes & Scholarships

AI-Driven Cloud Security: Advancing Sustainable and Zero Trust Frameworks through Automation

Kingston University

Faculty of Engineering, Computing and the Environment

We are seeking a PhD candidate to join our cutting-edge research projects focused on developing innovative solutions to enhance cyber security in cloud environments and edge computing platforms. Read more

Supervisor: Dr X Liang

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

Computational Modelling of the Retinal Microcirculation to Predict Patient Outcomes

University of Liverpool

Institute of Life Course and Medical Sciences

Background. Age-related macular degeneration (AMD) is the leading cause of blindness globally. Current treatments involve the injection of anti-vascular endothelial growth factor. Read more

Supervisor: Dr W El-Bouri

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

Developing hybrid AI on wearables and video for fine-grained cattle behavioural monitoring

University of Bristol

Bristol Veterinary School

Background. Read more

Supervisor: Prof A Dowsey

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

Simulation-based Quantum Machine Learning for Advancing AI

Kingston University

Faculty of Engineering, Computing and the Environment

We are seeking a highly motivated candidate to pursue a PhD opportunity in the exciting and rapidly growing field of simulation-based quantum machine learning to shape the future of AI and quantum computing. Read more

Supervisor: Dr X Liang

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

Construction, characterisation and analysis of results from a liquid fingerprinting system using ultrasound

Kingston University

Faculty of Engineering, Computing and the Environment

There is a need to be able to identify liquids in situ using small samples and with high reliability. Read more

Supervisor: Dr M Chakraborty

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

Modern Machine Learning techniques for sustainable Open RAN and 6G networks

University of York

School of Physics, Engineering and Technology

Research Group: Communication Technologies

Nowadays, researchers have started to conceptualize 6G with the vision of connecting everything, transmission over mmWave and THz, and integrating sensing, communication, computation, and control functionalities. Read more

Supervisor: Dr H Ahmadi

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

Adapting knowledge in machine learning models

University College London

Department of Computer Science

This project will develop machine learning algorithms to cheaply and efficiently adapt knowledge in machine learning / AI models. Read more

Supervisor: Dr SS Swaroop

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

Last chance to apply

Machine Learning and Computational Modelling to Define the Abnormal Heart Tissue Responsible for Fatal Heart Rhythms

University of Warwick

Warwick Medical School

Sudden cardiac arrest (SCA) accounts for approximately 15-20% of reported deaths in the UK. Mostly, these deaths are linked to cardiac arrhythmias. Read more

Supervisors: Dr C O'Shea, Dr I Khovanov, Prof T Dhanjal

30 September 2026 PhD Research Project Funded PhD Project (UK Students Only)

Active Sensing through Learning: Generalising Perception Across Tasks, Sensors, and Robots

Kingston University

Faculty of Engineering, Computing and the Environment

Modern robotic systems are increasingly used in applications in uncertain environments. To perform tasks in such scenarios, robots need more than just motion planning and control—they must also make informed decisions about how and where to sense their environment to support effective operation. Read more

Supervisor: Dr O Napolitano

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

Explainable Learning Analytics: Towards Fair and Trustworthy AI in Higher Education

University of Aberdeen

School of Natural and Computing Sciences

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 M Palomino, Dr N Beacham

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

Hybrid Physics-Informed Machine Learning for Multi-Vector Energy System Optimisation

University of Portsmouth

School of Electrical and Mechanical Engineering

Applications are invited for a self-funded, 3 year full-time or 6 year part-time PhD project. The PhD will be based in the School of Electrical and Mechanical Engineering and will be supervised by Dr Shamsul Masum, Dr Anton Hettiarachchige Don and Dr Edward Smart. Read more

Supervisors: Dr S Masum, Dr A Hettiarachchige Don, Dr E Smart

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

Computer Vision with Deep-Learning Based Artificial Intelligence for High-Dimensional Data

Durham University

Department of Computer Science

High-dimentional data is central to many computer vision research. Such data includes videos, 3D motions and trajectories, LiDAR, RADAR, medical images, meshes, time series, etc. Read more

Supervisor: Prof H Shum

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

Artificial Intelligence for Healthcare: Generative AI and Trustworthy Machine Learning for Early Disease Detection and Clinical Decision Support

University of Bradford

Faculty of Engineering & Digital Technologies

Artificial Intelligence (AI) is transforming healthcare by enabling earlier disease detection, improving diagnostic accuracy, and supporting clinical decision-making. Read more

Supervisor: Dr I Ghafir

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

Multimodal Learning for Human-Centered Healthcare: Motion Understanding and Medical Imaging

University of Bristol

School of Engineering Mathematics and Technology

Project summary and focus. The project aims to develop multimodal machine learning methods for advanced healthcare data analysis. Read more

Supervisor: Dr QM Men

28 February 2027 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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