bayesian PhD Projects, Programmes & Scholarships

We have 55 bayesian PhD Projects, Programmes & Scholarships

Computer Science: Fully Funded Swansea and No More Marking Ltd PhD Scholarship: Elevating Comparative Judgement Using a Large-Scale Human-In-The-Loop Bayesian Active Learning Approach (ECSTATIC)

Swansea University School of Mathematics and Computer Science

Funding providers: Swansea University's Faculty of Science and Engineering and No More Marking Ltd. Subject areas: Human-Centred Artificial Intelligence, Optimisation, and Decision-Making. Read more

Supervisor: Dr A Rahat

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

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Hierarchical Bayesian Model Selection for Inverse Problems in Applied Mathematics

The University of Manchester Department of Mathematics

We often have modelling choices to make when considering an inverse problem, which can have a big impact on the result. It is not always obvious which model might best represent our system. Read more

Supervisor: Prof S Cotter

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

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Bayesian Deep Learning for cosmology with Euclid

Royal Holloway, University of London Department of Physics

This project will focus on the combination of cutting-edge Deep Learning and statistical methods to enable cosmological inference from next-generation facilities such as the European Space Agency’s Euclid mission. Read more

Supervisor: Dr ASM Spurio Mancini

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

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Bayesian Computation for Comparative Judgement Models

University of Birmingham School of Mathematics

Comparative judgement models have been to used to analyse a wide range of problems from predicting the outcomes of football leagues to assessing students. Read more

Supervisor: Dr R Seymour

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

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Bayesian Computation for Epidemic Models

University of Birmingham School of Mathematics

Mathematical models of infectious disease transmission continue to play a vital role in understanding, mitigating, and preventing outbreaks. Read more

Supervisors: Dr R Seymour, Dr P Touloupou

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

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Sequential Monte Carlo Methods for Bayesian Inference in Complex Systems

University of Sheffield Department of Automatic Control and Systems Engineering

This project will focus on the development of Bayesian inference methods such as sequential Markov Chain Monte Carlo (MCMC) methods for filtering and smoothing of states and parameters of complex nonlinear systems. Read more

Supervisor: Prof L Mihaylova

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

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Leveraging Statistical and Machine Learning Approaches for Engineering Design under Uncertainties

University of York School of Physics, Engineering and Technology

Are you passionate about pushing the boundaries of engineering design and addressing real-world challenges? Embark on this exciting journey to develop novel statistical and machine learning methods to enhance engineering design in the presence of uncertainties, and contribute to shaping the future of computational engineering design. Read more

Supervisor: Dr J Yang

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

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Biologically plausible computational models of reasoning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

This project aims to develop a biologically plausible computational model of how the brain processes reasoning, including deductive and ampliative reasoning. Read more

Supervisors: Dr H Kido, Dr MWA Caminada

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

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Biologically plausible computational models of reasoning

Cardiff University Cardiff School of Computer Science & Informatics

This project aims to develop a biologically plausible computational model of how the brain processes reasoning, including deductive and ampliative reasoning. Read more

Supervisors: Dr H Kido, Dr MWA Caminada

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

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Statistical inference for epidemics models

University of Birmingham School of Mathematics

Mathematical models have been established as an important tool for capturing the features that drive the spread of a disease, predicting the progression of an epidemic and guiding the development of effective control strategies to prevent potential outbreaks. Read more

Supervisors: Dr P Touloupou, Dr R Seymour

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

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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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Robust Computational Methods for High-Dimensional Imaging

Heriot-Watt University School of Engineering & Physical Sciences

This project aims to develop new computational algorithms to optimize the acquisition and processing of single-photon data and enable fast imaging in extreme conditions using statistical and learning based approaches. The project is funded for 3.5 years for international students and a ~£17K annual stipend. Read more

Supervisors: Dr A Halimi, Prof S McLaughlin

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

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Incorporating Mixture of Expert Models for Longitudinal Data with Missing and Censoring

University of St Andrews School of Mathematics and Statistics

Research Group: Division of Statistics

Longitudinal data analysis is a powerful tool for studying changes in subjects over time. However, the presence of missing data and censoring poses significant challenges. Read more

Supervisor: Dr EM Mirfarah

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

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Stochastic modelling and inference for live-cell gene expression time-series data to unravel the mechanisms of stem cell differentiation

University of St Andrews School of Mathematics and Statistics

Research Group: Division of Statistics

This project will develop statistical methodology for noisy time-series data and stochastic computational models to analyse live-cell imaging data provided by the lab of our collaborator Dr Cerys Manning at the University of Manchester. Read more

Supervisor: Dr G Minas

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

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Identifying complex spatio-temporal biomarkers of brain diseases

University of St Andrews School of Mathematics and Statistics

Research Group: Division of Statistics

Bayesian models today are providing the tools to explore the complexity of brain architecture. Therefore, there is a crucial need for leading researchers with an in-depth comprehension of the current challenges in neuroscience and the quantitative skills to develop cutting-edge solutions. Read more

Supervisors: Dr N Margaritella , Dr M Papathomas

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

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We have 55 bayesian PhD Projects, Programmes & Scholarships

bayesian PhD Projects, Programmes & Scholarships

We have 55 bayesian PhD Projects, Programmes & Scholarships

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