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We have 79 Data Analysis (modelling) PhD Projects, Programmes & Scholarships

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Data Analysis (modelling) PhD Projects, Programmes & Scholarships

We have 79 Data Analysis (modelling) PhD Projects, Programmes & Scholarships

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Computationally efficient modelling & simulation and applications

University of Sheffield Department of Automatic Control and Systems Engineering
The advent of easily accessible high performance computers or computer clusters and numerical techniques such as finite element methods (FEM) facilitates the highly accurate modelling and simulation of complex systems in diverse science and engineering disciplines including civil engineering, biomechanics and life science. Read more
 Supervisor: Dr L Guo
 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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NIHR Leeds BRC: Using early simulation modelling to estimate the health care system impact of new technologies and inform technology development

University of Leeds Faculty of Medicine and Health
Evidencing the value of new technologies is an important step in securing market access and allowing patients to benefit from innovations. Read more
 Supervisors: Dr A Vargas-Palacios, Dr D Meads, Prof H Pandit
 26 May 2024  PhD Research Project  Competition Funded PhD Project (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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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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Computer modelling of fluid flow within supercoolers used in the continuous casting of metals

University of Dundee School of Science and Engineering
Aim. Develop computer model of engineering process for manufacturing. Supercoolers are a key component used in the solidification of liquid metal by cooling. Read more
 Supervisors: Dr T Jones, Prof P Lin
 30 June 2024  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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Network-based predictive modelling of cardiovascular disease risk

University of Liverpool Institute of Systems, Molecular and Integrative Biology
The risk of cardiovascular disease (CVD) is orchestrated by multiple factors. QRISK models (currently QRISK3) have been used in the UK to estimate CVD risk within the next 10 years for individuals without CVD. Read more
 Supervisor: Dr T You
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Normative modelling of resting-state EEG across the lifespan for application in the early diagnosis of neurodegenerative disorders including Alzheimer’s disease

University of Dundee School of Humanities, Social Sciences and Law
With a rapidly aging human population worldwide, neurodegenerative diseases represent a pressing medical and societal concern. Given the increase in life expectancy, dementia is expected to affect almost 152 million people by 2050 (Alzheimer’s Disease International, 2018). Read more
 Supervisor: Dr C Benwell
 30 June 2024  PhD Research Project  Self-Funded PhD Students Only
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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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Fractional order modelling of neurons

University of Reading Department of Biomedical Engineering
Project Overview. Fractional order calculus (integro-differential equations that are of non-integral order) is an emerging methodology with wide applications across all areas of Physics and Engineering. Read more
 Supervisors: Dr S Hadjiloucas, Dr E Delivopoulos
 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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Binks Institute for Sustainability: Modelling host-microbiome interactions: a nature-based alternative to artificial fertilisers

University of Dundee School of Science and Engineering
Overall Aim. Through this research we will learn more about the way that plant roots (the 'host') and the associated soil microbes (the 'microbiome') interact. Read more
 Supervisors: Prof F Davidson, Prof N Stanley-Wall
 30 April 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Clinical Prediction Modelling under Federated Learning

The University of Manchester Faculty of Biology, Medicine and Health
Clinical prediction models (CPMs) take a set of characteristics about a patient to estimate their risk of an event of interest. Developing CPMs using data that captures observations across multiple clusters (e.g., countries) can increase the robustness and generalisability of CPMs. Read more
 Supervisors: Dr G P Martin, Dr M Sperrin, Dr DJ Jenkins
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Understanding eye-hand coordination in object interception - a computational modelling approach

University of Birmingham School of Sport, Exercise and Rehabilitation Sciences
This PhD project with Dr Yeo will focus on understanding how we perform interception. Interceptive movements--such as catching a gently thrown ball, quickly grabbing a tilting cup to avoid spilling or even just handshaking someone--feel like trivial everyday tasks for us that seemingly look too simple to study. Read more
 Supervisor: Dr S-H Yeo
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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