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We have 22 University of Southampton Data Analysis PhD Projects, Programmes & Scholarships

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University of Southampton Data Analysis PhD Projects, Programmes & Scholarships

We have 22 University of Southampton Data Analysis PhD Projects, Programmes & Scholarships

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CURIOSITY: Cryosphere and Underwater Remote Inspection using Optic-fibre based Sustainable noise-InTerferometrY

University of Southampton School of Ocean and Earth Sciences
The project aims to combine passive acoustic noise interferometry and distributed acoustic sensing of seafloor cables embedded with machine learning. Read more
 Supervisors: Dr M Belal, Dr C.S. Spingys, Prof A. N. G. Garabato
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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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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Detecting rapid changes and tipping points in the abyssal ocean circulation

University of Southampton School of Ocean and Earth Sciences
The abyssal ocean circulation is key to Earth’s climate. Numerical models suggest that the circulation is slowing down dramatically. Read more
 Supervisors: Prof A. N. G. Garabato, Dr AS Silvano, Dr C.Z. Zheng
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Quantifying Discretisation Error in Climate Models

University of Southampton School of Ocean and Earth Sciences
A significant challenge in climate models is discretisation error. even on cutting-edge hardware it is impossible to use fine enough discretisations to resolve underlying physics, which can have a significant impact on modelling results. Read more
 Supervisors: Dr J.C. Cockayne, Dr K Oliver, Prof R. M. Marsh
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Understanding Deep Learning

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team. Antonia Marcu, Jonathon Hare. Project description. Deep Learning (DL) is a widely successful tool. However, there are many fundamental challenges left to solve in DL. Read more
 Supervisor: Miss A Marcu
 31 August 2024  PhD Research Project  Competition Funded PhD Project (UK 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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Machine Learning models for subgrid scales in turbulent reacting flows

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team: Temistocle Grenga, Ed Richardson. Project description. Read more
 Supervisor: Dr T Grenga
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Space Trajectory Classification using Machine Learning

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team: Dr Alexander Wittig, Dr Davide Amato (external, from Imperial). Project description. Interest in more complex dynamics of space trajectories beyond perturbed Keplerian dynamics is rapidly growing. Read more
 Supervisor: Dr A Wittig
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Swim like a Whale: Underwater Propulsion at High Reynolds Numbers

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team: Dr Melike Kurt and Prof Bharath Ganapathisubramani. Project description. Read more
 Supervisor: Dr M Kurt
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Next Generation Machine Learning for Data Analysis

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team. Dr. Andersen Ang. Project description. We are seeking highly qualified candidates for doctoral positions on the research of Machine Learning (ML). Read more
 Supervisor: Dr A Ang
 Year round applications  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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Go On, Disturb the Flow

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team. Dr. Swathi Krishna, Prof. Bharath Ganapathisubramani. Project description. If you are a student of aerodynamics, chances are that you have drawn a conventional airfoil with nice, laminar incoming flow at some point. Read more
 Supervisor: Dr S Krishna
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Metamaterial Structures for Silicon Photonics

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team:   Supervisor. Professor Goran Mashanovich. Co-Supervisors: Dr Milos Nedeljkovic, Dr Robert Halir (University of Malaga). Read more
 Supervisor: Dr G Mashanovich
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Environment Diagnosis using Intelligent Optical Sensing

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team: Rand Ismaeel, Martynas Beresna, Christopher Holmes. Project description. Global climate change is the biggest challenge faced by humanity. Read more
 Supervisor: Dr R Ismaeel
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Improving technical efficiency in Rowing

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team:  Dr Joseph Banks, Dr Dominic Taunton, Prof Stephen Turnock. Project description.  The sport of Rowing presents the engineer with a complex multi-physics challenge where marginal performance gains can make the difference between success and failure. Read more
 Supervisor: Dr J Banks
 Year round applications  PhD Research Project  Competition Funded PhD Project (UK Students Only)
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Machine learning approaches to cross-modal information fusion in podiatric X-ray imaging

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team.   Thomas Blumensath (ISVR), Alex Dickinson (Engineering Sciences). Project description. Three dimensional images of the foot taken under loading conditions can provide a valuable clinical tool for the assessment of bone alignment related complaints. Read more
 Supervisor: Dr T Blumensath
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Non-linear cochlear mechanics: Models and measurements

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team.   Ben Lineton. Project description. The mechanical response of the cochlea to sound exhibits an intriguing array of different non-linear phenomena, involving interactions across time and frequency. Read more
 Supervisor: Dr B Lineton
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Predicting and preventing cyclist accidents

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team.   Dr Ioannis Kaparias. Project description. Cycling is an increasingly popular mode of travel in cities due to the great advantages that it offers in terms of space consumption, health and environmental sustainability. Read more
 Supervisor: Dr I Kaparias
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Statistical multi-target tracking methods to image dynamic processes using X-ray transmission imaging

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team.   Thomas Blumensath (ISVR), Daniel Clark (ECS), Mark Mavrogordato (Engineering). Project description. Read more
 Supervisor: Dr T Blumensath
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Flexible Framing for Robust and Efficient Steel Construction in Seismic Regions

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team.   Dr. Ahmed Elkady. Project description. Flexible framing involves flexible steel connections and composite steel-concrete decks that are cheap to fabricate and erect. Read more
 Supervisor: Dr A Elkady
 31 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Flexible Framing for Robust and Efficient Steel Construction in Seismic Regions

University of Southampton Faculty of Engineering and Physical Sciences
Supervisory Team.   Dr. Ahmed Elkady. Project description. Flexible framing involves flexible steel connections and composite steel-concrete decks that are cheap to fabricate and erect. Read more
 Supervisor: Dr A Elkady
 22 August 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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EPSRC Centre for Doctoral Training in the Mathematics for our Future Climate: Theory, Data and Simulation

University of Southampton
Imperial College London, the University of Reading and the University of Southampton are thrilled to invite passionate and dedicated individuals to apply for our exciting new EPSRC CDT in the Mathematics for our Future Climate starting in October 2024. Read more
 Funded PhD Programme (Students Worldwide)  EPSRC Centre for Doctoral Training
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