PhD Studentship: Machine Learning Approaches to Cross-modal Information Fusion in Podiatric X-ray Imaging

PhD Supervisor: Thomas BlumensathSupervisory Team: Thomas Blumensath (ISVR), Daniel Clark (ECS), Mark Mavrogordato (Engineering)Project descriptionX-ray computed tomography uses X-ray radiation to generate three dimensional images of an object's external and internal structure. The method is not only used for medical diagnostics but is also increasingly used...

Supervisory Team: Benjamin CameronProject descriptionThis PhD is focussed on a new theoretical/computational method to measure material properties in places where they are really difficult to measure: e.g. in a shock wave, in a shear band, or at a crack tip. These are all of critical importance in many engineering problems such as car crashes, manufacturing...

PhD Supervisor: Philip BasfordSupervisory Team: Dr Philip Basford and Prof. Simon CoxProject descriptionWe use X-rays to see inside objects, and always want to increase our capabilities. Do you like working with state-of-the-art hardware and developing software? Would you like to use your skills to improve our world-leading imaging techniques?MicroCT...

PhD Supervisor: Dr Lei LiSupervisory Team: Dr Lei Li, Prof. Age ChapmanProject description:In this unique PhD project, we aim to develop advanced AI models for creating cardiac digital twins, i.e., virtual heart models. We will employ the dataset (imaging, ECG, electronic medical records, etc) collected from the patients, to accurately modelling the anatomy...

Computational Systems ChemistryLocation: Highfield CampusSalary: £34,980 to £38,205 Per annumFull Time PermanentClosing Date: Tuesday 28 May 2024Interview Date: To be confirmedReference: 2705224EBThe water window X-ray microscope project is an exciting new EPSRC-funded collaboration between the University of Southampton's School of Chemistry and...

Project title: Next Generation Machine Learning for Data Analysis Supervisory Team: Dr. Andersen AngProject description:We are seeking highly qualified candidates for doctoral positions on the research of Machine Learning (ML). We are looking for a MSc in applied mathematics, computer science, operations research, statistics, engineering, mathematics, or a...

Project title: PhD Studentship in Nanophotonics and Metamaterials: Development of Switchable and Programmable Metasurfaces using Novel Materials Supervisory Team: Prof. Otto Muskens; Dr Ioannis ZeimpekisProject description:Metaoptics, the application of metasurface concepts in optical systems, is a rapidly growing field that has the potential to...

Supervisory Team: Dr N.C. Townsend, Prof D.A. Hudson and Dr J.A. Bowker (industrial)Project descriptionShip model testing is expensive and time consuming. Can we derive hydrodynamic seakeeping and manoeuvring characteristics with focused datasets, eliminating time consuming single variable investigations?In this PhD program you will develop and test novel...

Supervisory Team: David Richards, Fernando Alvarez-Borges, Madhu Murthy, Benjamin CerfontaineProject description:Around 70% of Europe's offshore wind turbines are installed in the North Sea. Chalk, a calcareous weak rock, is widely present in this area. Driven piles are currently the preferred foundation system for these structures, but pile design entails a...

Supervisory Team: Dr Christine Evers Project Description: Are you keen on conducting research at the intersection of artificial intelligence, deep learning and robot perception? We are recruiting a fully-funded (UK fees) PhD student who will work amongst a team of researchers on an exciting, EPSRC-funded research programme on "Active Audition for Robots...

Supervisory Team: Dr Han WuPhD Supervisor: Han WuProject description:In the wake of growing data privacy concerns and the enactment of the GDPR, Federated Learning (FL) has emerged as a leading privacy-preserving technology in Machine Learning. Despite its advancements, FL systems are not immune to privacy breaches due to the inherent memorisation...

Supervisory Team: Dr N.C. Townsend, Prof D.A. Hudson and Dr J.A. Bowker (industrial)Project descriptionWave energy can be used to improve the performance of ships and boats. By exploiting hydrodynamically the available wave energy, the motions, emissions, and powering requirements of ships operating in adverse weather conditions can be significantly...

PhD Supervisor: Dr Alexander WittigSupervisory 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. In cislunar space Moon, Earth, and spacecraft form a three-body problem already exhibiting a rich set of...

Supervisory Team: Professor Gill Reid & Dr Richard Knoghton Project Description:Developing new chelate scaffolds for binding radiofluorine and radiometals – towards combined theragnostic agents for imaging and therapy in medicine Applications are invited from suitably qualified and motivated candidates for an EPSRC CASE PhD studentship based in Chemistry...

Supervisory Team: Jonathan GeorgePhD Supervisor: Jonathan GeorgeProject description:The School of Chemistry is offering a fully funded PhD studentship to a highly motivated candidate to start in September 2024. The student will carry out their doctoral research in the George Group, which has recently moved to the University of Southampton.BackgroundThe use...

Supervisory team: Neil SandhamProject descriptionYou will join a group of PhD students and post-doctoral researchers using high performance computing to advance understanding of high speed aerodynamics. Over the past decade we have developed efficient open-source software that enables us to run large numerical simulations with billions grid points on mixed...

Supervisory Team: Dr Seung Lee (School of Chemistry), Prof. Jeremy Webb (School of Biological Sciences and National Biofilms Innovation Centre), Prof. Paul Stoodley (University of Southampton), Dr Rob Howlin (Haleon, industry), Dr David Bradshaw and Dr Ricarda Hawkins (Haleon, industry) Project Description:A fully-funded 4 year National Biofilms Innovation...

PhD Supervisor: Antonia MarcuSupervisory Team: Antonia Marcu, Jonathon HareProject description:Deep Learning (DL) is a widely successful tool. However, there are many fundamental challenges left to solve in DL. One such challenge is "simplicity bias'', which is a model's bias towards learning simplistic rules even at the cost of performance. As a result,...

PhD Supervisor: Dr Nema AbdelazimSupervisory Team: Dr Nema AbdelazimProject description: The University of Southampton is expanding its PhD research in the area of Quantum Technology Engineering. In addition to the research project outlined below you will receive substantial training in scientific, technical, and commercial skills.We are offering an exciting...

Supervisory Team: Chris-Kriton Skylaris (90%) Andrea Russell (10%)Project description:Proton-exchange Membrane (PEM) hydrogen fuel cells are an emerging technology for environmentally sustainable transport and other carbon-neutral energy applications. A crucial component of these devices are the metallic catalyst nanoparticles which allow the chemical...