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deep learning PhD Projects, Programmes & Scholarships

We have 171 deep learning PhD Projects, Programmes & Scholarships

AI assisted prediction of aircraft icing and its impacts on aerodynamic performance

Kingston University

Faculty of Engineering, Computing and the Environment

Aircraft icing may occur during the flight when supercooled water droplets within the cloud impinge on the surface where temperature is below freezing. Read more

Supervisor: Dr Y Lin

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

Digital Intelligent Conservation and Adaptive Use of Urban and Rural Heritage

Xi’an Jiaotong-Liverpool University

Our project investigates how artificial intelligence and digital intelligence technologies can advance the conservation and adaptive reuse of urban and rural heritage in China. Read more

Supervisor: Prof MA Schnabel

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

Early Dementia Care in the Age of Generative AI

University of Strathclyde

Department of Computer and Information Sciences

This project aims to develop innovative Generative Artificial Intelligence (Gen-AI)-powered applications to improve the quality of life for individuals with early-stage dementia (ESD) and mild cognitive impairment (MCI). Read more

Supervisor: Dr Y Moshfeghi

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

Generative AI for Designing Molecules with Tailored Properties

University of Strathclyde

Department of Computer and Information Sciences

This project leverages advanced Generative AI (Gen-AI) models to accelerate the discovery of novel molecules with tailored physical properties. Read more

Supervisors: Dr Y Moshfeghi, Dr T Nematiaram

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

Intelligent Nanofabrication for Nanophotonics

University of Southampton

Faculty of Engineering and Physical Sciences

Supervisory Team. Prof Kevin MacDonald, Dr Ben Mills and Prof Nikolay Zheludev. Focused ion beam (FIB) milling is a key enabling technology in physical sciences research and industrial micro/nanotech manufacturing. Read more

Supervisor: Prof K MacDonald

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

Artificial intelligence techniques for illness detection by using MRI

University of Southampton

Faculty of Engineering and Physical Sciences

Supervisory Team. Dr. Sasan Mahmoodi and Professor Brigitte Vollmer. Hypoxic-ischaemic encephalopathy (HIE) affects babies' brains during the childbirth due to shortages of oxygen. Read more

Supervisor: Dr S Mahmoodi

14 October 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Spatial Audio Language Model for Understanding and Editing

Xi’an Jiaotong-Liverpool University

School of Advanced Technology

This PhD project focuses on the development of a Spatial Audio Language Model (SALM) — a novel framework that enables machines to understand and edit spatial audio using natural language. Read more

Supervisor: Dr Y Cao

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

PHD COMPUTER SCIENCE AND SOFTWARE ENGINEERING

Xi’an Jiaotong-Liverpool University

School of AI and Advanced Computing

The PhD in Computer Science and Software Engineering develops your understanding of the research process and your ability to analyse and constructively augment a particular research area. Read more

Funded PhD Programme (Students Worldwide) China PhD Programme

Data-Physics Dual-Driven (Hybrid PINN) Modelling for Next-Generation Aerospace Structural Dynamics

University of Birmingham

School of Metallurgy & Materials

About the Project. Are you passionate about the fusion of Artificial Intelligence and structural dynamics? Do you want to contribute to cutting-edge research that will transform aircraft structural health monitoring and real-time digital twins?. Read more

Supervisor: Dr J Wu

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

Fully discrete computational methods in high dimensions

The University of Manchester

Department of Mathematics

High-dimensional computations are ubiquitous in science and engineering, often arising from models with numerous parameters. Read more

Supervisor: Dr Y Kazashi

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

Scaling Generalization: Autonomous Intelligent Agents for the ARC-AGI Challenge

University of York

Department of Computer Science

Introduction. You will have complete freedom to define your research direction within the broader AI landscape. from core methods to applications, and from theory to systems. Read more

Supervisor: Dr S Banerjee

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

Last chance to apply

Intelligent Cobotic Systems with LiDAR Perception and LLM-Based Reasoning

Ulster University

Faculty of Computing, Engineering and the Built Environment

OPEN FOR UK AND REPUBLIC OF IRELAND STUDENTS ONLY. SPEAR Research Programme. Fully Funded PhD Opportunities. Read more

Supervisors: Dr B Gardiner, Mr M McElholm

19 June 2026 PhD Research Project Funded PhD Project (European/UK Students Only)

Last chance to apply

AI System for Detecting Emerging Mood Problems in Young People using Digital Phenotypes

University of Warwick

Warwick Medical School

How can smartphone and social media use, music listening and health data (digital phenotypes – DPs) be used for identification and early intervention of emerging mood problems in young people in higher education (YPHE)?. Read more

Supervisor: Dr S Jilka

22 June 2026 PhD Research Project Competition Funded PhD Project (UK Students Only)

Generative Bayesian Inference for Remote Sensing Inverse Problems (GENESIS-RS)

Cardiff University

Cardiff School of Computer Science & Informatics

Project Description. Remote sensing measurements provide indirect, noisy, and often incomplete observations of environmental systems. Read more

Supervisors: Dr O Karakus, Prof P Rosin, Prof P Atkinson

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

Artificial Intelligence Empowered Electric Vehicle Motor Drive System

University of York

School of Physics, Engineering and Technology

Research Group: Intelligent Systems and Robotics

Electric vehicle development has been a hot topic around the world. This PhD programme will develop artificial intelligence based design and control methods to optimize eletromagnetic performance and sustainablity of electric vehicle motor drive system. Read more

Supervisor: Dr X Zhao

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

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