University of Southampton Data Analysis PhD Research Projects PhD Projects, Programmes & Scholarships

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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We have 21 University of Southampton Data Analysis PhD Research Projects PhD Projects, Programmes & Scholarships

University of Southampton Data Analysis PhD Research Projects PhD Projects, Programmes & Scholarships

We have 21 University of Southampton Data Analysis PhD Research Projects PhD Projects, Programmes & Scholarships

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

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

Detecting rapid changes and tipping points in the abyssal ocean circulation

Quantifying Discretisation Error in Climate Models

Understanding Deep Learning

AI Powered Personalized Virtual Heart Modelling

Machine Learning models for subgrid scales in turbulent reacting flows

Space Trajectory Classification using Machine Learning

Swim like a Whale: Underwater Propulsion at High Reynolds Numbers

Next Generation Machine Learning for Data Analysis

Machine learning analysis of large-scale crystal structure prediction

Go On, Disturb the Flow

Metamaterial Structures for Silicon Photonics

Environment Diagnosis using Intelligent Optical Sensing

Improving technical efficiency in Rowing

We have 21 University of Southampton Data Analysis PhD Research Projects PhD Projects, Programmes & Scholarships

University of Southampton Data Analysis PhD Research Projects PhD Projects, Programmes & Scholarships

We have 21 University of Southampton Data Analysis PhD Research Projects PhD Projects, Programmes & Scholarships

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