deep learning PhD Projects, Programmes & Scholarships

We have 251 deep learning PhD Projects, Programmes & Scholarships

The application of machine-learning to establish baselines and assess change in sensitive marine habitats

University of the Highlands and Islands Scottish Association for Marine Science

This is an exciting and unparalleled opportunity to join an international team of researchers using automated (machine-learning) based image analysis to map benthos on the Greenlandic shelf and shelf edge. Read more

Supervisors: Dr T Wilding, Dr J Marlow, Dr J Halpin, Dr N Zwershke

16 May 2024 PhD Research Project Funded PhD Project (Students Worldwide)

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Analysing Big Data to Understand Learning

University of Sheffield Department of Psychology

I have access to large existing data sets which contain the potential to show skill development on real-world tasks for large numbers of people (i.e. Read more

Supervisor: Dr T Stafford

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

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SLAM for UAV navigation in GPS and vision denied environments using deep reinforcement learning.

Kingston University Faculty of Engineering, Computing and the Environment

The aim of this project is to develop an UAV system capable of providing real time navigation including 3D mapping reconstruction, path planning and obstacle avoidance in GPS and vision denied environments. Read more

Supervisor: Dr O Duran

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

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Machine Learning and AI for Optical System Optimization

Heriot-Watt University School of Engineering & Physical Sciences

Machine Learning and AI for Optical System Optimization. Read more

Supervisors: Dr R Carter, Dr M Koskinopoulou

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

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Adversarial Learning for Industrial Control Systems

Edinburgh Napier University School of Computing, Engineering & the Built Environment

Cyber-attacks are increasingly posing more and more threat to information assets and computer systems in general. This is particularly so in industrial control systems which refer to a generalized group of automation systems employed in controlling and keeping track of industrial and manufacturing facilities [1]. Read more

Supervisors: Dr KB Babaagba, Dr N Moradpoor, Dr OB Bamgboye

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

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Data-centric Natural Language Processing for improved model efficiency, reliability, and interpretability

University of Birmingham School of Computer Science

Natural Language Processing (NLP) models, including Large Language Models (LLMs), are becoming increasingly popular and are adopted for many practical applications. Read more

Supervisor: Dr V K Kovatchev

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

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Building the next Generation of Smart Grid Infrastructures

Edinburgh Napier University School of Computing, Engineering & the Built Environment

Building the future of Smart Grid infrastructures involves leveraging advanced technologies and integrating renewable energy sources, enhancing grid resilience, improving efficiency, and implementing intelligent monitoring and control systems. Read more

Supervisor: Dr C Chrysoulas

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

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Computational modelling of the human blood-brain barrier to tackle multidrug resistance and neurodegenerative disorders (molecular dynamics/deep generative learning/AI)

University of Portsmouth School of Pharmacy and Biomedical Sciences

By 2050 the number of people living with neurodegenerative disorders are set to double. Alzheimer’s disease in particular is set to become a public health emergency. Read more

Supervisor: Prof C Jorgensen

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

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Computer vision and machine learning for recognition of civil structural components and their damage analysis

Keele University Faculty of Natural Sciences

In this project the PhD research student will investigate the strengths and weaknesses of the deep convolutional neural network for analysis of civil infrastructures, such as concrete bridges, highways, buildings, tunnels and stadiums, using videos and images. Read more

Supervisor: Dr B Mandal

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

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xAI for Biometrics – Legal Presentation of Data

University of Southampton Faculty of Engineering and Physical Sciences

Increasingly AI-based biometric technologies, such as facial recognition and voice biometrics, are playing a major role in assisting public authorities to protect the public, reduce serious crime, and help safeguard vulnerable persons. Read more

Supervisor: Prof RG Guest

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Using ultrasound thalamotomy as an opportunity to understand the contributions of the human thalamus to decision making and learning

University of Dundee School of Medicine

The contribution of the human thalamic nuclei to decision making are poorly understood and a focus of considerable interest given their routine use as safe targets for functional neurosurgery in tremor and Parkinson's disease. Read more

Supervisor: Dr T Gilbertson

30 June 2024 PhD Research Project Self-Funded PhD Students Only

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Intelligent and Efficient Testing and Verification of Deep Neural Networks

University of York Department of Computer Science

About the Project. Deep Neural Networks (DNNs) have demonstrated human-level capabilities in several challenging machine learning tasks including image classification, natural language processing and speech recognition. Read more

Supervisor: Dr S Gerasimou

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

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Predicting drug solubility in different solvents using molecular simulation and machine learning

University of Strathclyde Department of Chemical and Process Engineering

Predicting the solubility of complex drug-like molecules is crucial at several stages of the drug discovery and manufacture. In particular, solvent selection has been highlighted as a crucial step in process design and optimisation [1]. Read more

Supervisors: Dr M Jorge, Prof C Price

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

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Biologically plausible computational models of reasoning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

This project aims to develop a biologically plausible computational model of how the brain processes reasoning, including deductive and ampliative reasoning. Read more

Supervisors: Dr H Kido, Dr MWA Caminada

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

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Biologically plausible computational models of reasoning

Cardiff University Cardiff School of Computer Science & Informatics

This project aims to develop a biologically plausible computational model of how the brain processes reasoning, including deductive and ampliative reasoning. Read more

Supervisors: Dr H Kido, Dr MWA Caminada

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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We have 251 deep learning PhD Projects, Programmes & Scholarships

deep learning PhD Projects, Programmes & Scholarships

We have 251 deep learning PhD Projects, Programmes & Scholarships

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