bayesian PhD Projects, Programmes & Scholarships

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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Mathematical Machine Learning for Molecular Modeling

University of Birmingham School of Mathematics

Project description. This PhD project aims to develop Machine Learning methods for Molecular Modeling with a particular focus on aspects relevant to dynamics preserving coarse-graining strategies. Read more

Supervisor: Dr M Sachs

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

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Generative navigation for autonomous robots using active inference

Edinburgh Napier University School of Computing, Engineering & the Built Environment

Simultaneous Location And Mapping (SLAM) is a strategy that allows autonomous mobile robots to navigate their environment. Sensors on board the robot detect walls and objects and the sensor data is used to construct a representation of the physical surroundings. Read more

Supervisors: Dr BD Davison, Dr AS Steyven

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

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Collaborative probabilistic machine learning

The University of Manchester Department of Computer Science

We develop probabilistic machine learning methods for helping other agents make better decisions, ultimately human agents in ongoing applications in science and engineering. Read more

Supervisor: Prof S Kaski

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

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Applications of advanced data analysis approaches to gravitational-wave astronomy and beyond

Royal Holloway, University of London Department of Physics

In 2015, the kilometre-scale LIGO laser interferometers observed tiny ripples in spacetime called gravitational waves from colliding black holes. Read more

Supervisor: Dr G Ashton

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

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Data-driven population dynamics for biofiltration

University of Birmingham School of Mathematics

The quality and quantity of freshwater has dramatically declined during the 21st century due to significant increase in agriculture, industry and other human activities. Read more

Supervisors: Dr A Tzella, Dr S Jabbari

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

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Quantifying Trade-Offs Between Simple and Complex Models for Decision-Making

University of St Andrews School of Mathematics and Statistics

Research Group: Division of Statistics

Policy-makers in conservation and health frequently rely on relatively simplistic statistical models to inform their decisions. There are good reasons for this. Read more

Supervisor: Dr AJ Johnston

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

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Development of methods to triangulate multiple sources of evidence.

University of Bristol Bristol Medical School

Rationale. Triangulation, in which multiple methods are strategically used to answer a single question, is a currently developing area. Read more

Supervisors: Prof J Higgins, Prof K Tilling, Prof M Munafo

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

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Causal risk factors and biological mechanisms for colorectal cancer risk

University of Bristol Bristol Medical School

Rationale. Diet and lifestyle are likely to play an important role in colorectal cancer risk; obesity, low levels of physical activity, red and process meat consumption and low intake of dietary fibre have all been shown to predict colorectal cancer risk. Read more

Supervisors: Dr S Lewis, Dr KT Tsilidis

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

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Artificial Intelligence and Data Analytics in Materials Processing

University College Dublin SFI Advanced Manufacturing Research Centre

Expressions of Interest for PhD position in I-Form, the SFI Research Centre for Advanced Manufacturing. Submit an Expression of Interest!. Read more

Supervisor: Ms A Evans

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

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Modelling the Impact of Diagnostic Pathways in Cancer and Cardiovascular Disease - University of Swansea (part of Health Data Research UK’s Big Data for Complex Disease Driver Programme)

Health Data Research UK Big Data for Complex Diseases (BDCD)

HDR UK is funding six PhDs with leading UK universities and research organisations. This brand-new programme offers the chance to carry out a doctoral research project at the leading edge of health data science. Read more

Supervisor: Prof RO Owen

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

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The Application of Machine Learning in Organic Chemistry

Newcastle University Faculty of Medical Sciences Graduate School

Recent developments in machine learning have stimulated interest in the application of this powerful technique to new areas of research, including chemistry. Read more

Supervisor: Dr M Ashton

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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Digital twin railway network

University of Sheffield Department of Mechanical Engineering

Research at Sheffield has been developing models of the railway network from a range of perspectives including smart-grid energy consumption, passenger satisfaction, and integration of rail with wider city and regional transport networks. Read more

Supervisors: Prof D Fletcher, Prof R Harrison

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

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PhD Studentships in Probabilistic Artificial Intelligence

University of Warwick

Applications are invited for two PhD positions in “Probabilistic Artificial Intelligence” at the Department of Statistics, University of Warwick. Read more

Funded PhD Programme (Students Worldwide) UKRI Centre for Doctoral Training

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We have 60 bayesian PhD Projects, Programmes & Scholarships

bayesian PhD Projects, Programmes & Scholarships

We have 60 bayesian PhD Projects, Programmes & Scholarships

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

Mathematical Machine Learning for Molecular Modeling

Generative navigation for autonomous robots using active inference

Collaborative probabilistic machine learning

Applications of advanced data analysis approaches to gravitational-wave astronomy and beyond

Data-driven population dynamics for biofiltration

Quantifying Trade-Offs Between Simple and Complex Models for Decision-Making

Development of methods to triangulate multiple sources of evidence.

Causal risk factors and biological mechanisms for colorectal cancer risk

Artificial Intelligence and Data Analytics in Materials Processing

Modelling the Impact of Diagnostic Pathways in Cancer and Cardiovascular Disease - University of Swansea (part of Health Data Research UK’s Big Data for Complex Disease Driver Programme)

The Application of Machine Learning in Organic Chemistry

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

Digital twin railway network

PhD Studentships in Probabilistic Artificial Intelligence

We have 60 bayesian PhD Projects, Programmes & Scholarships

bayesian PhD Projects, Programmes & Scholarships

We have 60 bayesian PhD Projects, Programmes & Scholarships

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