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deep learning PhD Projects, Programmes & Scholarships

We have 162 deep learning PhD Projects, Programmes & Scholarships

Creating Explainable AI for Health with Confidence

University of Southampton

Faculty of Engineering and Physical Sciences

Supervisory Team. Professor Gabriela Czanner. This PhD will develop advanced machine learning methods to transform heterogeneous, routinely collected medical data into explainable, uncertainty-aware insights for healthcare decision-making. Read more

Supervisor: Prof G Czanner

31 August 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Deep machine learning for zero-day adversarial intrusion detection in Internet-of-Things and Cyber-Physical Systems

Edinburgh Napier University

School of Computing, Engineering & the Built Environment

The increasing demand of secure and reliable communication has never been higher due to elevated number of applications in the present-day world such as the Internet of Things (IoT). Read more

Supervisor: Dr SUJ Ullah Jan

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

(SATURN CDT) Constitutive modelling of nuclear graphite under HTGR/AMR service conditions using physics-informed machine learning

The University of Manchester

Department of Mechanical and Aerospace Engineering

Saturn_Nuclear_CDT. UoM_Nuclear. As part of the UK’s transition to a low carbon economy, the UK Government is committed to delivering new and advanced nuclear power, and has stated its preference for High Temperature Gas Reactors (HTGRs) and Advanced Modular Reactors (AMRs) [1]. Read more

Supervisors: Dr X zhang, Dr G Hall

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

Machine Learning for Semi-Automated Evaluation of Computer Programming Assignments

Edinburgh Napier University

School of Computing, Engineering & the Built Environment

Evaluating student assignments puts a tremendous burden to teachers. Besides investigating if, and in what extent, a student has used AI, other aspects have to be evaluated as well, such as creativity and/or originality, just to name a few. Read more

Supervisor: Prof T Horváth

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

Last chance to apply

PhD Position in Efficient Test-Time Model Adaptation in Dynamic Edge Environments

Aarhus University

Department of Electrical and Computer Engineering

Research Group: Adaptive and Agentic AI (A3) Lab

Artificial intelligence models deployed in real-world edge environments must operate under continuously changing conditions. Read more

Supervisors: Dr B Bozorgtabar, Dr QZ Zhang

14 August 2026 PhD Research Project Funded PhD Project (Students Worldwide)

Advanced Modelling of Waste Immobilisation Materials for Long‑Term Nuclear Waste Storage (Ref: CM/KJ-SF1/2026)

Loughborough University

Department of Chemistry

Reprocessing spent nuclear fuel generates waste that contains long‑lived radioactive isotopes capable of remaining hazardous for thousands of years. Read more

Supervisor: Dr K Jolley

1 April 2027 PhD Research Project Self-Funded PhD Students Only

Enabling Intelligence in Additive Manufacturing for First Time-Right Production

Sheffield Hallam University

Engineering and Built Environment

Please note, there is no funding attached to this project. All tuition fees and any other associated costs (including bench fees) must be financed by the student. Read more

Supervisors: Dr PB Bidare, Dr EK Kordatos

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

Last chance to apply

Supporting policymakers to incentivise effective and equitable land use change for Net Zero with AI

University of Exeter

Background. British law has enshrined specific goals to meet Net Zero, reverse biodiversity loss, improve water quality and to ensure food and energy security in the coming decades. Read more

Supervisors: Prof D Williamson, Dr A Binner

12 August 2026 PhD Research Project Competition Funded PhD Project (UK Students Only)

Rational Design of Ionic Liquid Based Systems for Explosives Detection

University of Southampton

Faculty of Engineering and Physical Sciences

Project Supervisors. Professor Chris-Kriton Skylaris and Professor Jonathan W. Essex. Biosensors could enable low-burden detection of energetic compounds, but challenges arise because many explosives exhibit poor solubility or complex behaviour in water. Read more

Supervisor: Prof C K Skylaris

1 September 2026 PhD Research Project Competition Funded PhD Project (UK Students Only)

Understanding the Human Spatial Navigation in Complex Urban Environment

University of Birmingham

School of Sport, Exercise and Rehabilitation Sciences

SThis research project is centred on the study of human navigation in urban environments, leveraging the latest advancements in VR, robotics, computer vision, and AI technologies. Read more

Supervisors: Dr S-H Yeo, Prof P.I. Jones

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

An AI-driven approach to proactive and trustworthy Internet Of Things (IoT) based systems

Edinburgh Napier University

School of Computing, Engineering & the Built Environment

The Internet of Things (IoT) refers to the ever-growing network of physical objects such as smart devices, vehicles, buildings and other items embedded with electronics, software, sensors, actuators, and network connectivity that enable these objects to interact autonomously and intelligently. Read more

Supervisors: Prof X Liu, Dr OB Bamgboye

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

Multimodal Large Language Model for Human-Centered Robots

University of Southampton

Faculty of Engineering and Physical Sciences

Supervisory Team. Dr. Tan Viet Tuyen Nguyen. This project explores the development of a Multimodal Large Language Model that empowers robots to understand and respond to humans through vision, language, and other sensory data. Read more

Supervisor: Dr N Nguyen

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

Harnessing Artificial Intelligence to Enable Equitable Pharmacovigilance Research Capacity Building

University of Birmingham

School of Pharmacy

Background. Training and education play a pivotal role in enhancing research capacity, and subsequently strengthening health systems worldwide. Read more

Supervisor: Dr R Walker

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

Exploring the ecology of the temperate rariphotic zone in New Zealand

Victoria University of Wellington

School of Biological Sciences

The temperate rariphotic zone (approximately 130–300 m depth) represents one of New Zealand’s least explored marine ecosystems, despite occupying extensive areas of the continental shelf and fjord systems. Read more

Supervisor: Dr J Bell

30 August 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Last chance to apply

Efficient Long-Horizon Task Execution in Physical AI

Durham University

Department of Computer Science

Artificial intelligence is moving rapidly from passive prediction towards systems that can reason, plan, interact and act in the physical world. Read more

Supervisor: Dr A Atapour-Abarghouei

17 August 2026 PhD Research Project Funded PhD Project (UK Students Only)

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