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deep learning PhD Projects, Programmes & Scholarships

We have 171 deep learning PhD Projects, Programmes & Scholarships

Deep learning for cardiac medical image analysis

University of Auckland

Auckland Bioengineering Institute

We are seeking a highly motivated PhD student to join an exciting interdisciplinary project focused on artificial intelligence and deep learning for cardiac medical image analysis. Read more

Supervisor: Dr J Zhao

Year round applications PhD Research Project Awaiting Funding Decision/Possible External Funding

Bayesian Deep Learning for cosmology with Euclid

Royal Holloway, University of London

Department of Physics

Research Group: Astronomy

This project will focus on the combination of cutting-edge Deep Learning and statistical methods to enable cosmological inference from next-generation facilities such as the European Space Agency’s Euclid mission. Read more

Supervisor: Dr A Spurio Mancini

Year round applications PhD Research Project Awaiting Funding Decision/Possible External Funding

Mapping solar PV potential for existing buildings stocks in the UK by deep learning of satellite and aerial images data

Kingston University

Faculty of Engineering, Computing and the Environment

Project Abstract. We are seeking an ambitious PhD candidate to join a cutting-edge research project aiming to map the solar photovoltaic (PV) potential for existing building stocks in the UK through the application of deep learning on satellite and aerial image data. Read more

Supervisor: Dr J Deng

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

PhD Position: Deep Learning & Mathematical Morphology for Biomedical Imaging

Masaryk University

Faculty of Informatics Masaryk University

Research Group: Centre for Biomedical Image Analysis (CBIA), FI MU

PhD Position. Deep Learning & Mathematical Morphology for Biomedical Imaging. Faculty of Informatics, Masaryk University (FI MU), Brno, Czech Republic. Read more

Supervisor: Dr P Matula

30 November 2026 PhD Research Project Funded PhD Project (Students Worldwide)

Unconstrained Object Understanding using Deep Learning for Computer Vision in X-ray Security Screening

Durham University

Department of Computer Science

X-ray security screening is widely used to maintain aviation/transport security, and its significance poses a particular interest in future automated screening systems that can be deployed for transportation and border security screening alike. Read more

Supervisor: Prof T P Breckon

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

What differs? - Deep Learning for Anomaly and Out of Distribution Detection in Computer Vision (Visual AI) Applications

Durham University

Department of Computer Science

Anomaly detection, and the synonymous topics of novelty and out-of-distribution detection, addresses the computer vision ("visual AI") challenge of automatically identifying outliers within the scene or image based on their appearance, motion or behaviour characteristics. Read more

Supervisor: Prof T P Breckon

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

Medical AI: From 3D Imaging and Vision-Language Models to Surgical Robotics and Clinical Agents

University of Birmingham

School of Computer Science

Research Group: Digital Healthcare and Medical Imaging Research Group

Applications are welcome from prospective PhD students, research master students, and visiting scholars who are interested in developing advanced artificial intelligence methods for healthcare. Read more

Supervisor: Dr L Z Zhang

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

Efficient and Robust Deep Learning based Perception for Autonomous Driving and Robotics

Durham University

Department of Computer Science

Today, autonomous vehicle and robotics research is a continuously evolving field and spanning all areas of AI autonomy, including perception, behaviour prediction, motion planning, explainability and safety critical AI systems. Read more

Supervisor: Prof T P Breckon

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

Addressing Racial Bias in Face Recognition Based on Deep Learning Enabled Computer Vision

Durham University

Department of Computer Science

Facial recognition is one of the most academically studied and industrially developed areas within computer vision where we readily find associated applications deployed globally. Read more

Supervisor: Prof T P Breckon

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

Deep Learning Models for Dissolution Dynamics of Amorphous Formulations in Patient-Specific Gastrointestinal Geometry

Imperial College London

Department of Chemical Engineering

Project description. Current tools for predicting oral drug performance, such as the TIM-1 system and computational fluid dynamics (CFD) models, provide valuable insight under controlled in vitro conditions but cannot capture variability in gastric geometry and motility across patients. Read more

Supervisors: Dr NB Basha, Prof O Matar

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

Metadata-based Deep Learning to estimate the quality of Wikipedia Articles

Kingston University

Faculty of Engineering, Computing and the Environment

Wikipedia allows anyone to edit articles. Under what conditions do we declare a Wikipedia article to be of high quality? The following list of attributes are typically ascribed to quality. Read more

Supervisor: Dr A Shihab

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

Lightweight Deep Learning in internet of medical things (IoMT)

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 D Yi, Dr P K Sharma

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

A Geometric Deep Learning Framework for Rational Design of Personalized Cancer Vaccines

Xi’an Jiaotong-Liverpool University

School of Science

This PhD project will pioneer AI-driven approaches to personalized cancer vaccines by integrating structure-aware deep learning, physics-based molecular simulations, and adaptive reinforcement learning. Read more

Supervisor: Dr C Chan

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

Medical Image Analysis with Large Language Model and Deep Learning

Durham University

Department of Computer Science

About the Project. This PhD project will investigate how large language models can enhance deep learning for medical image analysis. Read more

Supervisor: Prof H Shum

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

Biometric recognition systems with artificial intelligence techniques

University of Southampton

Faculty of Engineering and Physical Sciences

Supervisory Team - Dr. Sasan Mahmoodi. About the project. Machine learning as well as deep learning techniques are employed in this project to design novel biometric recognition systems. Read more

Supervisor: Dr S Mahmoodi

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

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