Data Analysis (learning) PhD Projects, Programmes & Scholarships

We have 104 Data Analysis (learning) PhD Projects, Programmes & Scholarships

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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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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Developing “intelligent” information technologies using neural markers of multisensory decision-making and learning

University of Leeds Faculty of Biological Sciences

The School of Biomedical Sciences invites applications from prospective postgraduate researchers who wish to commence study for a PhD in the academic year 2024/25. Read more

Supervisor: Dr I Delis

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

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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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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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Computer Vision with Deep Learning for Human Data Modelling

Durham University Department of Computer Science

This project is focused on learning algorithms to model human data such as human images/video, 3D skeletal motion, 3D body/facial surfaces for computer vision tasks such as recognition, prediction and reconstruction. Read more

Supervisor: Dr H Shum

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

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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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Intelligent, Energy Efficient and Secure Tactile Communication using Federated Learning in 6G Network

Kingston University Faculty of Engineering, Computing and the Environment

In 5G, ultra-reliable low-latency communication has been a backbone for various applications that need an extremely low delay. However, further research will be required to minimize the round trip delay and improve energy efficiency and security of user data in the 6G network [1]. Read more

Supervisor: Dr D GC

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

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Bayesian Deep Learning for cosmology with Euclid

Royal Holloway, University of London Department of Physics

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 ASM Spurio Mancini

Year round applications PhD Research Project Competition 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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Multi-view approaches for content-based image clustering

University of Reading Department of Computer Science

Human and animal learning are naturally in the so-called semi-supervised mode of learning, i.e. with a limited teaching but more of self-training experiments. Read more

Supervisors: Prof X Hong, Dr H Wei, Prof J Ferryman

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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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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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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Model Based Deep Learning for Low-light Computational Imaging: Application to Robust Multimodal 3D Imaging

Heriot-Watt University School of Engineering & Physical Sciences

This project aims to design new computational algorithms at the interface of statistical modelling, optimization and deep learning to solve multimodal inverse problems for 3D imaging. Read more

Supervisor: Dr A Halimi

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

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We have 104 Data Analysis (learning) PhD Projects, Programmes & Scholarships

Data Analysis (learning) PhD Projects, Programmes & Scholarships

We have 104 Data Analysis (learning) PhD Projects, Programmes & Scholarships

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