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We have 66 Machine Learning PhD Projects, Programmes & Scholarships for UK Students in Southampton

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Computer Science

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Southampton  United Kingdom

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I am a UK student


Machine Learning PhD Projects, Programmes & Scholarships for UK Students in Southampton

We have 66 Machine Learning PhD Projects, Programmes & Scholarships for UK Students in Southampton

Privacy Attacks and Defences in Federated Learning systems

  Research Group: Cyber Security
Project description. In the wake of growing data privacy concerns and the enactment of the GDPR, Federated Learning (FL) has emerged as a leading privacy-preserving technology in Machine Learning. Read more

Learning for Control: Enabling Efficient Networked Autonomous Systems

Supervisory Team: Konstantinos Gatsis . Project description. There is an ongoing transformation in engineering autonomous systems that aim to achieve complex objectives with limited human intervention in applications such as robotics, self-driving cars, and industrial systems. Read more

CDT-QTE: Efficient end-to-end quantum machine learning strategies for imaging

Supervisory Team: Prof Thomas Blumensath. Project description: This project is part of the EPSRC Centre for Doctoral Training in Quantum Technology Engineering at the University of Southampton. Read more

Phased array fibre lasers with machine learning

Supervisory Team: Prof Johan Nilsson, Dr William Kerridge-Johns. Project description. This project combines state of the art optical fibre laser amplifiers with machine learning control to produce next-generation lasers. Read more

Using machine learning to evaluate atomic force microscopy nanoindentation data

The University of Southampton is expanding its PhD research in the area of medical data analysis. We aim to implement machine learning to analyse atomic force microscopy nanoindentation data towards automated diagnosis of cancer biopsies. Read more

CDT-QTE: General Purpose Machine Learning Tool-Kit for Bragg Coherent Diffraction Imaging

Supervisory Team: Dr Marcus Newton, Dr Dan Porter, Prof Steve Collins, Prof Paul Quinn. Project description. This project is part of the EPSRC Centre for Doctoral Training in Quantum Technology Engineering at the University of Southampton. Read more

Agile Defense: Leveraging Continual Learning for Adaptive Cybersecurity

Supervisory Team: Dr Erisa Karafili, Prof. Adam Sobey. Project description. Cyber-attack techniques are becoming increasingly sophisticated, breaching even the toughest defenses and requiring smarter, more agile solutions. Read more

A machine learning enhanced digital twin toward sustainable pharmaceutical tablet manufacturing

The reduction of emission from pharmaceutical tablet manufacturing is urgent and challenging. Rapid identification and quantification of emission sources is an important milestone to set reduction targets and implement corresponding reduction measures. Read more

Machine learning approaches to cross-modal information fusion in podiatric X-ray imaging

Supervisory Team.   Thomas Blumensath (ISVR), Alex Dickinson (Engineering Sciences). Project description. Three dimensional images of the foot taken under loading conditions can provide a valuable clinical tool for the assessment of bone alignment related complaints. Read more

High-bandwidth Implantable Brain Processing: From Theory to Practice.

I am looking for a talented and motivated PhD student to work on high-bandwidth implantable brain processing techniques (i.e. >1000 recording channels using Utah Arrays) for future generation implantable brain machine interfaces (iBMIs). Read more

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