Data Analysis PhD Projects, Programmes & Scholarships

Exploring the value of using large third-party artificial intelligence models in epidemiology, with examples using Twitter/X data

University of Bristol Bristol Medical School

Large language models (LLMs) are an artificial intelligence approach that typically have a very large number of parameters (e.g. millions or billions) and have been trained on extremely large datasets. Read more

Supervisor: Dr L Millard

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

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Investigating the causal relationship between atopic dermatitis and cardiovascular disease in multiple ancestry groups

University of Bristol Bristol Medical School

Atopic dermatitis (AD) or eczema affects 20% of children and 10% of adults, where the prevalence is reported to be higher among individuals of Asian and African ancestry. Read more

Supervisor: Dr A Budu-Aggrey

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

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Developing tailored solutions to under-recruiting randomised controlled trials: a mixed-methods investigation

University of Bristol Bristol Medical School

Randomised controlled trials (RCTs) drive evidence-based medicine, but they can be resource-intensive and challenging to conduct. Read more

Supervisor: Dr L Rooshenas

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

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Metabolomic characterisation of adiposity across the life course

University of Bristol Bristol Medical School

There is evidence that adiposity, measured by body mass index (BMI), causally influences a range of health outcomes, but little understanding of the mechanisms driving BMI effects. Read more

Supervisor: Dr L Corbin

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

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Probabilistic Approaches to Artificial Intelligence

Lancaster University Department of Mathematics and Statistics

We are currently seeking a number of PhD researchers in areas of Probability, Statistics and Machine Learning for the £8.5m EPSRC-funded hub on Probabilistic AI (Prob_AI Hub). Read more

Supervisors: Prof P Fearnhead, Prof Chris Nemeth

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

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Dynamical Low-Rank Approximation for Uncertainty Quantification: Bridging Theory and Practice in Large-Scale Problems

University of Strathclyde Department of Mathematics & Statistics

High-dimensional problems are crucial in diverse scientific, engineering, and real-world applications. These problems appear in complex, large-scale scenarios. Read more

Supervisors: Dr YK Kazashi, Dr YW Wu

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

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Deep Learning for Critical Care Monitoring

University of Strathclyde Department of Electronic and Electrical Engineering

Consultants within their intensive care units are presented with rich and diverse information that can inform on the immediate health status as well as provide the foundation for longer term prediction on patient health outcomes. Read more

Supervisors: Dr R A Atkinson, Prof I A Andonovic

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

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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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Intelligent Maritime Systems: Advancements in Situational Awareness through Artificial Intelligence

University of Strathclyde Department of Naval Architecture, Ocean & Marine Engineering

Embark on a transformative PhD opportunity in marine engineering, where you will pioneer the development of cutting-edge digital tools and algorithms to enhance the perception capabilities of future intelligent marine systems. Read more

Supervisors: Dr C P Patil, Dr G Theotokatos

23 August 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Remote collection and analysis of biomechanics data

Anglia Ruskin University ARU School of Engineering and the Built Environment

Proposed supervisory team. Dr Jennifer Martay. Dr Shabnam Sadeghi-Esfahlani. Alireza Sanaei. Dr Stephen Hughes (HEMS). Theme. Read more

Supervisor: Dr J Martay

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

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Metamaterials for catalysis

The University of Manchester Department of Electronic and Electrical Engineering

A meta-atom is an engineered sub-wavelength structure that, when periodically arranged like an atomic lattice, enable optical, electronic, thermal, and chemical functionalities not seen in conventional designs. Read more

Supervisor: Dr J Loh

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

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PhD in Advanced Characterisation of Large Format Lithium-Ion Battery Failures

University of Warwick WMG

WMG and Jaguar Land Rover have been researching battery safety for over 10 years. Read more

Supervisor: Dr J Marco

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

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Towards a clinical MEG system: theoretical and practical insights into the use of optically pumped magnetometers

Cardiff University Cardiff School of Physics and Astronomy

Magnetoencephalography (MEG) is a non-invasive medical imaging technique that allows characterisation of human brain electrophysiology by measuring magnetic fields generated by neural currents. Read more

Supervisors: Dr L Beltrachini, Prof K Murphy

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

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Probing the star-forming ISM with fine structure lines

Cardiff University Cardiff School of Physics and Astronomy

Supersonic turbulent motions are thought to play a major role in the star formation process in galaxies. Theories have suggested that turbulence is responsible for shaping the interstellar medium (ISM), regulating star formation, and even setting the masses of stars as they form in young clusters. Read more

Supervisors: Dr H Gomez, Dr N Peretto

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

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Observing the black hole mergers in the early universe with next-generation gravitational wave observatories.

Cardiff University Cardiff School of Physics and Astronomy

The Einstein Telescope and Cosmic Explorer are proposed next-generation gravitational-wave observatories which will be able to detect black hole mergers throughout the observable universe. Read more

Supervisors: Prof S Fairhurst, Prof P Sutton

Year round applications PhD Research Project Self-Funded PhD 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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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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Advanced numerical methods for solving the forward problem in E/MEG

Cardiff University Cardiff School of Physics and Astronomy

Electroencephalography (EEG) is a technique that measures the electric potential originating from the brain using electrodes located on the scalp. Read more

Supervisors: Dr L Beltrachini, Prof K Murphy

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

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Go On, Disturb the Flow

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Dr. Swathi Krishna, Prof. Bharath Ganapathisubramani. Project description. If you are a student of aerodynamics, chances are that you have drawn a conventional airfoil with nice, laminar incoming flow at some point. Read more

Supervisor: Dr S Krishna

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

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AI-based digital twins technology to model environmental pollution and its impact on health and cardiovascular diseases

Liverpool John Moores University Faculty of Engineering & Technology

About the project. Recently, air, noise, and light pollution have emerged as important but often overlooked risk factors for cardiovascular diseases (CVD). Read more

Supervisors: Dr S Ortega Martorell, Dr I Olier-Caparroso, Prof G Lip, Prof L Kuzma

28 June 2024 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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Widening participation in economic evaluations alongside randomised controlled trials: developing resource-use questionnaires for underserved populations

University of Bristol Bristol Medical School

When conducting a trial-based economic evaluation to assess the cost-effectiveness of a new treatment or drug, it is necessary to measure both the benefits (such as quality of life) and the costs associated with delivering the intervention[1]. Read more

Supervisor: Dr J Thorn

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

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Identification of key features in high-dimensional fluid flow

Beijing Institute of Technology School of Mechatronical Engineering

Prof. Xuerui Mao’s research group at Beijing Institute of Technology (BIT) is recruiting a PHD student on data science related with high-dimenional fluid flow, with potential topics depending on the expertise and interest of the candidate. Read more

Supervisor: Prof X Mao

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

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Coupling of fluid flow with multiple physics

Beijing Institute of Technology School of Mechatronical Engineering

Prof. Xuerui Mao’s research group at Beijing Institute of Technology (BIT) is recruiting a PHD student on simulation or experiments of complex fluid flow coupled with multiple physics, with potential topics depending on the expertise and interest of the candidate. Read more

Supervisor: Prof X Mao

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

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Inflammatory Arthritis in Childhood: Impact, Outcomes and Safety of Treatment

The University of Manchester Faculty of Biology, Medicine and Health

Juvenile Idiopathic Arthritis is the most common inflammatory arthritis of childhood. Although less common than arthritis in adults, a diagnosis of arthritis in a child can have lasting impacts on that child and their families through their entire lifespan. Read more

Supervisors: Prof K Hyrich, Dr L Kearsley-Fleet

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

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Atmospheric Neutrino Mixing Studies with the Jiangmen Underground Neutrino Observatory (JUNO)

University of Liverpool Department of Physics

Neutrinos are the most abundant massive particle in the universe. Since their discovery, neutrinos played an important role in many areas of physics. Read more

Supervisors: Prof CA Andreopoulos, Prof XL Lu

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

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PhD project: Functional variation in arthropod performance across agro-ecosystems

Aarhus University Graduate School of Natural Sciences

Applications are invited for a PhD position at the Graduate School of Natural Sciences, Aarhus University, Denmark, within the Biology program. Read more

Supervisor: Prof J Sørensen

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

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Optimal prediction of dynamical systems with incomplete data

The University of Manchester Department of Mechanical, Aerospace and Civil Engineering

Dynamical systems describe a variety of real-life problems related to evolution over time. It is often the case that the problems are so complicated that mathematical models for them either do not exist or are not accurate enough. Read more

Supervisors: Dr S Utyuzhnikov, Prof D Laurence

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

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Data-driven optimal prediction of bacteria growth

The University of Manchester Department of Mechanical, Aerospace and Civil Engineering

This project is devoted to an AI-based prediction of bacteria growth and its control by antibiotics. In synthetic biology, an improved understanding of bacterial regulatory circuits is required to develop complex biological systems with functionalities beyond existing in nature [1, 2]. Read more

Supervisor: Prof R Breitling

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

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Wildland fire modelling and risk assessment (PhD)

University of Canterbury Civil and Natural Resources Engineering

In the last decade, large and severe wildfires have increased in occurrence, duration and intensity. Read more

Supervisor: Dr T Logan

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

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We have 284 Data Analysis PhD Projects, Programmes & Scholarships

Data Analysis PhD Projects, Programmes & Scholarships

We have 284 Data Analysis PhD Projects, Programmes & Scholarships

Exploring the value of using large third-party artificial intelligence models in epidemiology, with examples using Twitter/X data

Investigating the causal relationship between atopic dermatitis and cardiovascular disease in multiple ancestry groups

Developing tailored solutions to under-recruiting randomised controlled trials: a mixed-methods investigation

Metabolomic characterisation of adiposity across the life course

Probabilistic Approaches to Artificial Intelligence

Dynamical Low-Rank Approximation for Uncertainty Quantification: Bridging Theory and Practice in Large-Scale Problems

Deep Learning for Critical Care Monitoring

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

Intelligent Maritime Systems: Advancements in Situational Awareness through Artificial Intelligence

Remote collection and analysis of biomechanics data

Metamaterials for catalysis

PhD in Advanced Characterisation of Large Format Lithium-Ion Battery Failures

Towards a clinical MEG system: theoretical and practical insights into the use of optically pumped magnetometers

Probing the star-forming ISM with fine structure lines

Observing the black hole mergers in the early universe with next-generation gravitational wave observatories.

Machine Learning for Multi-Messenger Astronomy with Gravitational Waves

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

Advanced numerical methods for solving the forward problem in E/MEG

Go On, Disturb the Flow

AI-based digital twins technology to model environmental pollution and its impact on health and cardiovascular diseases

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

Widening participation in economic evaluations alongside randomised controlled trials: developing resource-use questionnaires for underserved populations

Identification of key features in high-dimensional fluid flow

Coupling of fluid flow with multiple physics

Inflammatory Arthritis in Childhood: Impact, Outcomes and Safety of Treatment

Atmospheric Neutrino Mixing Studies with the Jiangmen Underground Neutrino Observatory (JUNO)

PhD project: Functional variation in arthropod performance across agro-ecosystems

Optimal prediction of dynamical systems with incomplete data

Data-driven optimal prediction of bacteria growth

Wildland fire modelling and risk assessment (PhD)

We have 284 Data Analysis PhD Projects, Programmes & Scholarships

Data Analysis PhD Projects, Programmes & Scholarships

We have 284 Data Analysis PhD Projects, Programmes & Scholarships

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