We have 157 deep learning PhD Projects, Programmes & Scholarships

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deep learning PhD Projects, Programmes & Scholarships

We have 157 deep learning PhD Projects, Programmes & Scholarships

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Discovering and translating physiological biomarkers for personalised adaptive Deep Brain Stimulation in Parkinson’s disease

University of Oxford
Nuffield Department of Clinical Neurosciences
Background. Applications are invited from both Home students and International students to join a multidisciplinary team of researchers studying how neural, movement and behavioural signals can be used to personalise adaptive deep brain stimulation (DBS) for Parkinson’s disease. Read more
 Supervisors: Assoc Prof A Oswal, Prof T Denison, Assoc Prof H Cagnan, Dr B Abdi-Sargezeh
 1 December 2026  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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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
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Phase-locked Deep Brain Stimulation to restore neural dynamics in Parkinson’s Disease

University of Oxford
Nuffield Department of Clinical Neurosciences
Background. Applications are invited from both Home students and International students to join a multidisciplinary team of researchers studying phase-locked deep brain stimulation to improve movement and sleep in people with Parkinson’s disease. Read more
 Supervisors: Prof H Tan, Dr S He, Prof A Sharott
 1 December 2026  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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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
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Learning Prognostic World Models from Longitudinal Medical Data (Botnar-2026-07)

University of Oxford
Botnar Research Centre
Background and Rationale. Longitudinal medical imaging provides a rich but underused account of disease evolution. Clinicians interpret serial scans together with reports and clinical metadata to determine whether pathology is stable, progressing, or responding to treatment, yet most medical AI systems remain static. Read more
 Supervisors: Dr P Dhiman, Dr R Pinedo-Villanueva
 1 December 2026  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Accelerating the Diagnosis and Treatment of Genetic Conditions by Empirically Interrogating Splice Variants at Scale

University of Cambridge
Department of Clinical Neurosciences
PhD only. Summary. Whole-genome sequencing currently diagnoses approximately half of all children whom we clinically suspect of having a rare monogenic condition. Read more
 Supervisor: Dr E Radford
 8 December 2026  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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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
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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
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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
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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)
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Tomographic Imaging of Dynamic Combustion Plumes

University of Edinburgh
School of Engineering
Reconstructing 3D gas concentration and temperature profiles within dynamic, turbulent plumes from sparse optical measurements is a classic ill-posed inverse problem. Read more
 Supervisors: Dr N Polydorides, Dr C Liu
 11 December 2026  PhD Research Project  Self-Funded PhD Students Only
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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
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Aging sub-cellular powerstations

Imperial College London
Department of Mathematics
Student Background. Theoretical Physics, Mathematics/Statistics, Bioinformatics, Electrical Engineering, Computing (Biological knowledge not required). Read more
 Supervisor: Prof N Jones
 Year round applications  PhD Research Project  Competition Funded PhD Project (European/UK Students Only)
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Designing the Resilient Lunar Power Grid

Edinburgh Napier University
School of Computing, Engineering & the Built Environment
As humanity prepares for a sustained presence on the Moon, the single most critical challenge is establishing a reliable, resilient, and truly sustainable power grid. Read more
 Supervisors: Dr S Tingas, Dr F Kahwash
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Funded project GW4 BioMed3 MRC DTP - Using human genomics, AI and fly disease modelling to study the relationship between sleep and Alzheimer’s disease

University of Bristol
School of Psychology and Neuroscience
Background. Our 24-hour body clock or circadian rhythms controls sleep-wake cycles timing. We helped show rhythms become weaker and sleep fragmented in old age (https://circadiageing.org.uk). Read more
 Supervisor: Prof J Hodge
 21 October 2026  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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