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deep learning PhD Projects, Programmes & Scholarships

We have 171 deep learning PhD Projects, Programmes & Scholarships

Artificial Intelligence enabled Distributed Edge-Centric Cellular Networks

University of York

School of Physics, Engineering and Technology

Research Group: Communication Technologies

Today, wireless cellular networks rely heavily on the core network to deliver services. This introduces latency and other inefficiencies. Read more

Supervisor: Prof D Grace

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

Securing AI-Enhanced Health Data Management Systems Against Adversarial Attacks Over 6G Networks

Kingston University

Faculty of Engineering, Computing and the Environment

The project will focus on addressing the crucial need for security in the ongoing field of AI-enhanced healthcare systems, particularly those operating over next-generation 6G networks. Read more

Supervisor: Dr M R Usman

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

Intelligent Avatars for Collaborative and Rehabilitative Extended Realities

Kingston University

Faculty of Engineering, Computing and the Environment

This project explores the development of intelligent, embodied avatars in Extended Reality (XR) environments, aimed at supporting collaborative and rehabilitative tasks. Read more

Supervisor: Dr J Francik

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

Automatic inspection of cement pavement health condition using GPR

Kingston University

Faculty of Engineering, Computing and the Environment

The health and structural integrity of cement pavements are critical to ensuring road safety, longevity, and cost-effective maintenance. Read more

Supervisor: Dr L Zou

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

Predictive Threat Modelling & AI

Imperial College London

Dyson School of Design Engineering

Predictive Threat Modelling & AI. build ML/AI toolkits and a generative-AI backed simulation testbed to detect, forecast and optimise responses to kinetic, directed-energy and cyber threats to satellite and other critical space systems. Read more

Supervisor: Dr M-A Cardin

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

Multimodal Multilingual Sentiment Analysis

Edinburgh Napier University

School of Computing, Engineering & the Built Environment

Multimodal multilingual sentiment analysis involves analysing sentiments expressed in different modalities (such as text, images, audio) and across different languages. Read more

Supervisors: Dr KD Dashtipour, Mr MG Gogate

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

Non-real estate corporations vs. non-financial corporations and systematic risk: Evidence from Chia

Xi’an Jiaotong-Liverpool University

International Business School Suzhou

This research aims to develop a deep learning-based multi-factor stock selection framework to enhance stock return prediction. The model integrates self-attention mechanisms to dynamically assign factor weights and employs graph neural networks to capture stock correlations. Read more

Supervisor: Prof X He

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

Small Language Models

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 Y Huang, Dr C Mu, Miss K Wang

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

Uncertainties in Large Language Models

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 Y Huang, Dr C Mu

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

The sentient hearing aid: engineering a symbiotic link between mind and machine

University of Southampton

Faculty of Engineering and Physical Sciences

Supervisory Team. Professor Stefan Bleeck and David Simpson. Millions struggle with "hidden hearing loss." Pilot data from our lab shows a disconnect between the brain's effort and listening success. Read more

Supervisor: Prof S Bleeck

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

PhD in Data-Driven Audio and Acoustic Engineering

University of Surrey

School of Arts, Humanities and Creative Industries

Research Group: Institute of Sound Recording (IoSR)

This fully funded PhD studentship is aligned with AURORA³, the new National Strategic Infrastructure currently being built at the University of Surrey to support cutting-edge research in audio, acoustics, and artificial intelligence (AI). Read more

Supervisor: Prof E de Sena

3 July 2026 PhD Research Project Funded PhD Project (Students Worldwide)

Towards increased confidence and public engagement in targeted AI-based frameworks for biodiversity monitoring

University of Glasgow

School of Mathematics and Statistics

Project summary. This project aims to enhance the reliability of AI approaches for biodiversity monitoring with high site-specific accuracy, ultimately supporting more consistent and transparent BNG assessment and reporting. Read more

Supervisors: Dr T Vlaar, Prof P Stephens, Dr C Torney

26 June 2026 PhD Research Project Funded PhD Project (UK Students Only)

An AI-Informed Planetary Health Framework for Equitable AMR Risk Mitigation

Monash University Malaysia

Engineering and Information Technology

This project develops an AI-informed, community-grounded framework to understand and mitigate antimicrobial resistance (AMR) risks within a planetary health context. Read more

Supervisor: Prof KW Wong

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

PhD Global Excellence and Mobility Scholarship (GEMS 2026). Research Project: AI of Neural Connectivity for Biomarker and Treatment-Response Discovery

Monash University Malaysia

Engineering and Information Technology

Using the Project-1 hiPSC platform, this project builds AI pipelines to learn disease-relevant representations from cellular images, fused with multi-omics. Read more

Supervisor: Assoc Prof CMT Ting

31 July 2026 PhD Research Project Competition Funded PhD Project (European/UK Students Only)

PhD Research in Environmental Science

University of Reading

Department of Computer Science

Research Group: advanced computational science

The Advanced Computing and Emerging Systems (ACES) Group (https://research.reading.ac.uk/aces/) invites applications from prospective PhD students interested in the future of how we process and manage environmental information. Read more

Supervisor: Dr A Guedes

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

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