Data Analysis (model) PhD Projects, Programmes & Scholarships

We have 71 Data Analysis (model) PhD Projects, Programmes & Scholarships

Integrating data-driven methodologies and model reduction for the control of complex networks

University of Auckland Department of Mathematics

This PhD project will combine data assimilation and model reduction methodologies to predict and control functional failures on complex networks, such as catastrophic blackouts in power grids. Read more

Supervisor: Dr L Smith

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

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Distributed, robust and adaptive model predictive control (MPC)

University of Sheffield Department of Automatic Control and Systems Engineering

Model predictive control (MPC) is a popular advanced control technique that solves a constrained optimal control problem, on-line, at each sampling instant. Read more

Supervisor: Dr P Trodden

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

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Understanding Deep Learning

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Antonia Marcu, Jonathon Hare. Project description. Deep Learning (DL) is a widely successful tool. However, there are many fundamental challenges left to solve in DL. Read more

Supervisor: Miss A Marcu

31 August 2024 PhD Research Project Competition Funded PhD Project (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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Personalising cancer treatment with tumour evolution modelling using AI-based genomics biomarkers and PK/PD

University of Liverpool Institute of Systems, Molecular and Integrative Biology

Tumour heterogeneity is a major problem limiting the efficacy of targeted oncological therapies. Most advanced tumours eventually become resistant to the treatments, ultimately making the patient succumb to metastatic disease. Read more

Supervisor: Dr T You

1 August 2024 PhD Research Project Self-Funded PhD Students Only

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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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AI Powered Personalized Virtual Heart Modelling

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Dr Lei Li, Prof. Age Chapman. Project description. In this unique PhD project, we aim to develop advanced AI models for creating cardiac digital twins, i.e., virtual heart models. Read more

Supervisor: Dr L Li

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

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Understanding crack branching via multiscale mathematical methods

The University of Manchester Department of Mathematics

There are many examples of branching in nature. the most celebrated of these is the way that rivers form by the coalescence of many small streams and rivers which build up to form a major river. Read more

Supervisors: Prof A Hazel, Dr T Burnett

10 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

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Development of a novel AI model for cardiovascular disease risk prediction by analysing retinal vascular structure and functional changes in blood flow

University of Liverpool Department of Eye and Vision Science

The Department of Eye and Vision Sciences at the University of Liverpool is inviting PhD candidates who are highly motivated in developing novel risk prediction model of cardiovascular disease (CVD) by analysing retinal images, contributing to a better understanding of relationship between the cardiovascular disease and the functional changes in blood flow. Read more

Supervisor: Dr HZ Zhao

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

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Assessment of phototherapy with model organism Saccharomyces cerevisiae

University of Reading Department of Biomedical Engineering

Project Overview. . Saccharomyces cerevisiae is extensively used as model organism and is well understood from a sequencing perspective so up-regulation or down-regulation of gene expression is tractable. Read more

Supervisors: Dr S Hadjiloucas, Dr E Delivopoulos

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

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Physics-based Multi-scale Modelling of Multi-Material Additive Manufacturing

Queen Mary University of London School of Engineering and Materials Science

Project Details. Additive manufacturing (AM) is emerging as a promising alternative for designing multi-material parts for complex geometries in engineering applications; especially in the biomedical sector. Read more

Supervisor: Dr C Panwisawas

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

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Binks Institute for Sustainability: Optical Bistability and snowpack stability in a climate affected world

University of Dundee School of Science and Engineering

Many parts of the world rely on a predictable winter snowpack which then melts stably in the spring and summer to provide irrigation for agriculture. Read more

Supervisors: Prof M MacDonald, Dr P Teixeira

30 April 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Binks Institute for Sustainability: Enhancing the efficiency and energy savings in the manufacturing of metals

University of Dundee School of Science and Engineering

Aim: . Read more

Supervisors: Dr T Jones, Prof P Lin

30 April 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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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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Quantifying Discretisation Error in Climate Models

University of Southampton School of Ocean and Earth Sciences

A significant challenge in climate models is discretisation error. even on cutting-edge hardware it is impossible to use fine enough discretisations to resolve underlying physics, which can have a significant impact on modelling results. Read more

Supervisors: Dr J.C. Cockayne, Dr K Oliver, Prof R. M. Marsh

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

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We have 71 Data Analysis (model) PhD Projects, Programmes & Scholarships

Data Analysis (model) PhD Projects, Programmes & Scholarships

We have 71 Data Analysis (model) PhD Projects, Programmes & Scholarships

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