prediction PhD Research Projects PhD Projects, Programmes & Scholarships

Near-real time and microscale crime prediction

Kingston University Faculty of Engineering, Computing and the Environment

Crimes incur significant financial, societal and emotional costs, and their reduction is invariable to improving the safety of our society. Read more

Supervisor: Dr N Shiode

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

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An optimal framework for disease risk prediction and stratification for multi-ethnic populations (ref: SF22/HLS/APP/Chimusa)

Northumbria University Faculty of Health and Life Sciences

The exceptional polygenicity of human traits makes unravelling mechanisms from disease risk prediction models daunting. The development of polygenic risk scores (PRS) methods, their evaluation and clinical utility have been explored almost in European ancestry Genome-Wide Association Studies (GWAS) data sets. Read more

Supervisor: Prof E Chimusa

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

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NIHR Leeds BRC: Improving understanding of the use and interpretation of risk prediction tools

University of Leeds Faculty of Medicine and Health

There are many risk prediction tools developed but only a fraction make it to routine clinical use. The reasons are multiple, for example some are geographically specific, many remain unvalidated, some lack clinical utility. . Read more

Supervisors: Dr N Rousseau, Prof D Stocken, Prof DC Cairns

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

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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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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: Dr S Utyuzhnikov

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

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Using artificial intelligence and machine learning techniques to improve diagnosis and predict outcomes in children with heart muscle disease.

Great Ormond Street Hospital for Children NHS Trust GOSH BRC Applied Child Health Informatics Theme (Non-Clinical) PhD Studentships

Paediatric cardiomyopathies, or heart muscle diseases, are a group of rare and heterogeneous conditions with highly variable outcomes. Read more

Supervisors: Dr JPK Kaski, Dr G Norrish

15 May 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Real-Time Brain Injury Prediction and Protection Framework for Intelligent Vehicles

University of Sheffield Department of Mechanical Engineering

The advancement of intelligent vehicles (IVs) has significantly improved their collision avoidance capabilities under normal driving conditions, yet the complete prevention of accidents remains elusive. Read more

Supervisor: Dr X Yu

Year round applications 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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Improved prediction and forecasting of coastal compound flood hazard around the UK

University of Southampton School of Ocean and Earth Sciences

In low-lying coastal regions, flooding often arises from more than one drive (e.g. oceanographic, fluvial and/or pluvial), a phenomenon that is known as ‘compound flooding’. Read more

Supervisors: Dr I Haigh, Dr S Berthou

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

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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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Exploiting Deep Learning-based protein structure prediction for function annotation and structural biology

University of Liverpool Institute of Systems, Molecular and Integrative Biology

Applications will be reviewed until a suitable candidate is appointed. Protein structural information is crucial for an understanding of protein function and evolution. Read more

Supervisors: Prof D J Rigden, Dr R Keegan

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

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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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Explainable prediction modelling for early detection of risks in multiple long-term conditions using health records data

Brunel University London Electronic and Electrical Engineering

Multiple Long-Term conditions (MLTC) are a major healthcare challenge associated with high service utilization and expenditure. In the project, the candidate will help develop robust and explainable AI methods for MLTC risk prediction. Read more

Supervisor: Dr T Zebin

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

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IoT techniques for disaster prediction and mitigation

Brunel University London Department of Electrical and Electronic Engineering

IoT techniques can be applied in many fields, including disaster prediction and mitigation by early warning systems. Due to the climate changes, torrential rain and unseasonable high temperature become more common and these could be a trigger of hazards, such as flooding and landslides. Read more

Supervisor: Dr T Itagaki

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

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Process-based model tools for prediction of scour around offshore structural foundations

University of Liverpool School of Engineering

The EPSRC Centre for Doctoral Training in Net Zero Maritime Energy solutions (N0MES) has a 4-year funded PhD place available for an exceptional researcher. Read more

Supervisors: Dr M Li, Dr YZ Zhou

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

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We have 197 prediction PhD Research Projects PhD Projects, Programmes & Scholarships

prediction PhD Research Projects PhD Projects, Programmes & Scholarships

We have 197 prediction PhD Research Projects PhD Projects, Programmes & Scholarships

Near-real time and microscale crime prediction

An optimal framework for disease risk prediction and stratification for multi-ethnic populations (ref: SF22/HLS/APP/Chimusa)

NIHR Leeds BRC: Improving understanding of the use and interpretation of risk prediction tools

Data-driven optimal prediction of bacteria growth

Data-driven optimal prediction of bacteria growth

Using artificial intelligence and machine learning techniques to improve diagnosis and predict outcomes in children with heart muscle disease.

Real-Time Brain Injury Prediction and Protection Framework for Intelligent Vehicles

Clinical Prediction Modelling under Federated Learning

Improved prediction and forecasting of coastal compound flood hazard around the UK

Machine learning analysis of large-scale crystal structure prediction

Exploiting Deep Learning-based protein structure prediction for function annotation and structural biology

Optimal prediction of dynamical systems with incomplete data

Explainable prediction modelling for early detection of risks in multiple long-term conditions using health records data

IoT techniques for disaster prediction and mitigation

Process-based model tools for prediction of scour around offshore structural foundations

We have 197 prediction PhD Research Projects PhD Projects, Programmes & Scholarships

prediction PhD Research Projects PhD Projects, Programmes & Scholarships

We have 197 prediction PhD Research Projects PhD Projects, Programmes & Scholarships

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