Data Analysis (machine learning) PhD Projects, Programmes & Scholarships

We have 82 Data Analysis (machine learning) PhD Projects, Programmes & Scholarships

Next Generation Machine Learning for Data Analysis

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Dr. Andersen Ang. Project description. We are seeking highly qualified candidates for doctoral positions on the research of Machine Learning (ML). Read more

Supervisor: Dr A Ang

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

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Data-Driven Computational Sensing and Imaging

University of Edinburgh School of Engineering

Today's state-of-the-art imaging and sensing rely as much on computation as they do on sensor hardware. Furthermore, computational sensing and imaging is increasingly exploiting data-driven and machine learning solutions to enhance performance and develop novel hardware/software co-designed sensing systems. Read more

Supervisors: Prof M Davies, Dr J Hopgood

28 February 2025 PhD Research Project Funded PhD Project (European/UK Students Only)

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Machine Learning and Molecular Modelling in Mass Spectrometry

University of Leeds Faculty of Biological Sciences

This PhD project will harness the power of computational modelling and machine learning (A.I.) to analyse data obtained by mass spectrometry experiments and predict structural characteristics of biomolecules and their interactions. Read more

Supervisors: Prof F. Sobott, Dr A Kalli, Dr H Wang

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

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Space Trajectory Classification using Machine Learning

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Dr Alexander Wittig, Dr Davide Amato (external, from Imperial). Project description. Interest in more complex dynamics of space trajectories beyond perturbed Keplerian dynamics is rapidly growing. Read more

Supervisor: Dr A Wittig

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

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Scalable continuous Machine Learning for non-Stationary Systems

University of Reading Department of Computer Science

Nonlinear time series prediction attracts researchers from many different disciplines such as engineering systems condition monitoring and control, financial markets prediction and energy management, etc. Read more

Supervisor: Prof X Hong

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

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Machine learning algorithms for ab initio-based paramagnetic NMR analysis

University of Bath Department of Chemistry

The University of Bath is inviting applications for the following PhD project under the supervision of Dr Elizaveta Suturina in the Department of Chemistry. Read more

Supervisor: Dr E A Suturina

28 April 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Machine Learning for Multi-Messenger Astronomy with Gravitational Waves

Cardiff University Cardiff School of Physics and Astronomy

Gravitational waves (GWs) are produced by some of the most violent events in the Universe, such as the mergers of black holes and the explosive deaths of massive stars. Read more

Supervisors: Prof P Sutton, Dr V Raymond, Prof S Fairhurst

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

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Exploring close binary stars: Using nonlinear time series analysis and machine learning for analysing stellar light curves.

Aberdeen University 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 G Sandip, Dr M S Baptista

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

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Machine Learning (ML) for Polymer Blending Optimisation

University of Edinburgh School of Engineering

A wide spectrum of target thermoplastic materials can be manufactured by tailoring polymer blends to achieve particular combinations of end-user performance (e.g. Read more

Supervisors: Dr DG Gerogiorgis, Prof V Koutsos

16 January 2025 PhD Research Project Self-Funded PhD Students Only

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Controlled Synthesis of Virtual Patient Populations with Multimodal Representation Learning

The University of Manchester Department of Computer Science

This project invites PhD candidates who are interested in developing generative models that can deal with complex multimodal patient data, contributing to safer, better and faster innovations of medical products via in-silico trials. Read more

Supervisors: Dr T Mu, Prof AF Frangi

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

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Using machine learning for the analysis of themes from the narrative on factors related to child deaths from child death review records

University of Bristol Bristol Medical School

The National Child Mortality Database (NCMD) (https://www.ncmd.info/about/) national data collection and analysis system is the first of its kind anywhere in the world. Read more

Supervisor: Prof K Luyt

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

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Application of machine learning algorithms to medical images and clinical/DNA data

The University of Manchester Department of Electronic and Electrical Engineering

This project will develop an automated classifier or the estimation of prognosis of the illness using medical images of the human body, clinical data, and gene information. Read more

Supervisor: Dr F Costen

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

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Machine learning analysis of large-scale crystal structure prediction

University of Southampton Chemistry

Supervisory Team: Prof. Graeme Day. Project description. A fully funded 3.5-year PhD studentship is available in the area of computational materials discovery, as part of a prestigious international Synergy grant funded by the European Research Council. Read more

Supervisor: Prof G Day

31 August 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

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Characterisation of tissue microstructure from non-invasive MRI using Machine Learning

Cardiff University Cardiff School of Physics and Astronomy

The characterisation of biological tissue microstructure in vivo and non-invasively is of outmost interest in science. If successful, it could reveal unique insights into biological processes, including aging and cancer. Read more

Supervisors: Dr L Beltrachini, Prof K Murphy

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

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

University of Southampton Faculty of Engineering and Physical Sciences

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

Supervisor: Dr T Blumensath

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

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We have 82 Data Analysis (machine learning) PhD Projects, Programmes & Scholarships

Data Analysis (machine learning) PhD Projects, Programmes & Scholarships

We have 82 Data Analysis (machine learning) PhD Projects, Programmes & Scholarships

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