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multivariate PhD Projects, Programs & Scholarships

We have 16 multivariate PhD Projects, Programs & Scholarships

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  Multivariate Regression on High-Dimensional Networks
  Dr S Roy
Application Deadline: 8 December 2019

Funding Type

PhD Type

A key feature of many modern datasets is the inherent network structure present in it. Examples include social networks, biological networks, spatial networks among others.
  Multivariate flood risk analysis under uncertainty and nonstationarity
  Dr Y Fan
Applications accepted all year round

Funding Type

PhD Type

Flood risk inference would generally be influenced by a number of factors (e.g. data availability, model selection), which lead to extensive uncertainty in risk inferences.
  Robust analysis of multivariate extreme events
  Dr K Strokorb, Prof A Zhigljavsky
Applications accepted all year round

Funding Type

PhD Type

Being well-informed about the likely nature of future risks is of utmost importance to build a resilient infrastructure through adaptation.
  Statistical post-processing of ensemble forecasts of compound weather risk. PhD in Mathematics (NERC GW4+ DTP)
  Dr F Kwasniok
Application Deadline: 6 January 2020

Funding Type

PhD Type

Lead Supervisor. Dr Frank Kwasniok, Department of Mathematics, College of Engineering, Mathematics and Physical Sciences, University of Exeter.
  Machine learning for affective manipulation in music Brain Computer Interfaces
  Prof S Nasuto, Prof F Hwang
Applications accepted all year round

Funding Type

PhD Type

"At the University of Reading we have created one of the first music Brain Computer Interfaces – a system that monitors the emotional states of the subject and as a result generates commands changing the nature of synthetically generated live music in order to drive the emotional state of the subject in the desired direction.
  Linear Poisson Modelling Independent Component Analysis of DESI Mass Spectral Tissue Images
  Dr A McMahon, Dr N Thacker
Applications accepted all year round

Funding Type

PhD Type

Desorption Electrospray Ionisation - Mass Spectrometry Imaging (DESI – IMS) allows mass spectra to be acquired from an. array of.
  Low rank approximations of matrices with a focus on statistical applications
  Dr JW Gillard, Prof A Zhigljavsky
Applications accepted all year round

Funding Type

PhD Type

This proposal will investigate the structured low-rank approximation (SLRA) problem. Broadly speaking, this work will involve a synergy of statistics, linear algebra and optimisation, and has relevance to problems in other disciplines.
  PhD in Child Health - Volatile Organic Compounds (VOC) for diagnosis in ex-preterm children
  Dr W Watkins, Dr M Chakraborty, Prof S Kotecha
Applications accepted all year round

Funding Type

PhD Type

This is a self-funded/sponsored PhD opportunity. BACKGROUND. Bronchopulmonary dysplasia (BPD) is a major respiratory consequence of premature birth (Walsh et al., 2006).
  Statistical and machine learning methods for risk prediction of cardiovascular diseases from complex longitudinal data
  Dr G Czanner, Dr I Olier, Prof P Lisboa, Prof G Lip
Applications accepted all year round

Funding Type

PhD Type

Project description. Risk prediction models are used in clinical decision making and are used to help patients make an informed choice about their treatment.
  Integrated deep learning and model structure detection strategy for physical laws development and photobioreactor design
  Dr D Zhang
Application Deadline: 30 August 2020

Funding Type

PhD Type

Designing industrial scale reaction systems and unit operations takes a sophisticate procedure and involves a range of multiscale modelling and experimentation steps.
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