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deep learning PhD Projects, Programmes & Scholarships

We have 171 deep learning PhD Projects, Programmes & Scholarships

Avoiding Cancer Cells via Unbiased Resampling from Annual Tabulated Electronic screening data (ACCURATE) (Ref: MA/PL-SF1/2026)

Loughborough University

Department of Mathematical Sciences

In this project, we aim to use biostatistical and AI tools to identify key risk factors that protect specific cancer-free individuals from developing cancer compared with individuals at high risk. Read more

Supervisor: Dr P Liu

1 August 2026 PhD Research Project Self-Funded PhD Students Only

AI-Driven Structural Biology for Next-Generation Therapeutics Targeting Cancer-Associated Thrombosis and Metastasis

University of Nottingham

School of Pharmacy

Cancer-associated thrombosis (CAT) is a major complication in oncology, contributing to poor outcomes and increased mortality. Elevated levels of von Willebrand factor (VWF) and activation of the contact system drive both thrombus formation and metastatic progression in aggressive cancers such as pancreatic and ovarian. Read more

Supervisors: Prof J Emsley, Dr I Dreveny

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

AI-Enhanced Iris Recognition: Transforming Biometric Security for a Safer World

Kingston University

Faculty of Engineering, Computing and the Environment

This PhD opportunity explores the exciting intersection of AI and Iris Recognition, aiming to revolutionize biometric security for a safer world. Read more

Supervisor: Dr N Ahmadi

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

AI-Driven Wireless Communication for Remote Surgery: Enabling Ultra-Reliable and Low-Latency Healthcare Systems

Kingston University

Faculty of Engineering, Computing and the Environment

This doctoral research explores the integration of Artificial Intelligence and next-generation wireless communication to enable remote and robotic surgery with ultra-reliable and low-latency connectivity. Read more

Supervisor: Dr N Ahmadi

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

The Semantic Segmentation-Based Recognition Phase Components within the UHPC under normal and high temperature: Theory, Methodology and Application

Xi’an Jiaotong-Liverpool University

School of Engineering

The proposed research project aims to enhance the microscale structure-driven multiscale modeling framework for UHPC materials by incorporating advanced AI-driven image semantic segmentation technology for identifying phase composition based on digital images from microscale examinations. Read more

Supervisor: Dr J Xia

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

Precision agriculture by robotic data collection and knowledge based analysis

University of York

School of Physics, Engineering and Technology

Research Group: Intelligent Systems and Robotics

Robots are becoming increasingly essential in the practice of precision agriculture due to labor shortages, higher productivity needs, and the demand for sustainable farming practices. Read more

Supervisor: Dr M A Post

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

Autonomous Reconfiguration, Deployment, and Management of Self-Aware Modular Space Robots

University of York

School of Physics, Engineering and Technology

Research Group: Intelligent Systems and Robotics

Modular and dynamically reconfigurable space hardware systems are a high priority for research and development as they can significantly decrease development costs, facilitate multiple payloads, and enable indefinite lifetime extension for space missions. Read more

Supervisor: Dr M A Post

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

Audio Repair and Recovery via Audio Recognition Techniques

Xi’an Jiaotong-Liverpool University

School of Advanced Technology

This research project addresses the critical challenge of repairing and recovering degraded audio signals through advanced machine listening techniques. Read more

Supervisor: Dr SL Li

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

Model Order Reduction techniques for nonlinear elasticity and thermofluids

Edinburgh Napier University

School of Computing, Engineering & the Built Environment

High-fidelity computer simulations for complex engineering systems are computationally demanding. The challenges compound for problems in nonlinear regime and multiphysics loading conditions. Read more

Supervisors: Dr CK Kadapa , Dr CG Guiver

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

Digital Twin-Enabled Vehicular Edge Computing

Edinburgh Napier University

School of Computing, Engineering & the Built Environment

Upon the emergence of the Internet of Things (IoT) and Mobile Edge Computing (MEC), the Intelligent Transportation Systems (ITS) has been undergoing a transformative phase with exponential growth in innovative digital services and unprecedented business opportunities. Read more

Supervisors: Prof A Al-Dubai, Prof BC Canberk

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

Development of large-area infrared metaoptics technologies

University of Southampton

Faculty of Engineering and Physical Sciences

Supervisory Team. Prof Otto Muskens and Dr Kai Sun. The project will explore the design and fabrication of metasurface-based optical components using advanced full-wafer fabrication tools available in the University of Southampton cleanrooms and use advanced nanophotonics laboratories for testing. . Read more

Supervisor: Prof O L Muskens

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

Privacy and security risks in large language models

University of Southampton

Faculty of Engineering and Physical Sciences

Supervisory team. Dr Han Wu. Large Language Models (LLMs) like GPT-4 are transforming how we use information but also exposing new privacy and security risks. Read more

Supervisor: Dr HW Wu

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

Intelligent Computer-Aided Systems for Breast Cancer Classification in Digital Breast Tomosynthesis Scans

University of Staffordshire

School of Digital, Technology, Innovation & Business

Breast cancer is one of the most common and life-threatening diseases worldwide, hence, early detection plays a crucial role in improving survival rates. Read more

Supervisor: Prof A Soliman

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

Adaptive Digital Twin Modelling and Optimization for V2X Networks in Large-Scale Traffic Scenarios

Xi’an Jiaotong-Liverpool University

School of Advanced Technology

This project enhances V2X digital twin simulation by addressing wireless channel inaccuracies in simulation under real-world obstructions (buildings, vehicles). Read more

Supervisor: Dr D Jia

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

Adaptive and robust deep reinforcement learning for drone systems

Kingston University

Faculty of Engineering, Computing and the Environment

The increasing complexity of multi-agent systems in robotics has amplified the need for intelligent, cooperative decision-making among agents. Read more

Supervisors: Dr Y Spyridis, Prof V Argyriou

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

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