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Inferring the dimensionality of dynamical systems automatically using machine learning

This research will develop methods to infer the dimensionality of a dynamical system automatically, by adapting dimensionality reduction methods to high-dimensional time-series feat more...

Supervisor(s): Fulcher, Ben (Dr)

Imaging atherogenesis in a zebrafish model

This project will characterise immune cell dynamics during atherogenesis by live imaging, and investigate the importance of vascular remodelling and leakage in fuelling atheroma pat more...

Supervisor(s): Oehlers, Stefan (Dr), Britton, Warwick J (Professor)

Ground-state cooling and high-fidelity detection of large ion crystals in a Penning trap for quantum simulations

The understanding of the dynamics of many-body quantum systems is one of the most challenging problems in physics today. Advancing our knowledge of these systems can lead to signifi more...

Supervisor(s): Wolf, Robert (Dr), Biercuk, Michael J. (Professor)

Computational approaches to elucidate Multiple Sclerosis and Contact Dermatitis pathogenesis, and its treatment through ultraviolet light exposure

Allergies and autoimmunity are complex immune system aberrations. Both involve multiple immune cell populations coordinating across several organs of the body. The growing prevalenc more...

Supervisor(s): Read, Mark (Dr)

Integration of supply chain elements in an automobile company: Discrete Event Simulation Model and Analysis

In collaboration with a global car company, the project will provide professional analysis of the Supply Chain Management system and suggest the required dynamic model to support st more...

Supervisor(s): Jajo, Nethal (Dr)

Socio-Technical Futures Lab – Machine Vision

Emerging technologies such as machine vision, AR/VR, AI and recommendation systems raise profound questions about the relationship between technology and society, and how these tech more...

Supervisor(s): Goggin, Gerard (Professor), Carter, Marcus (Dr)

Multiscale modelling and simulation of solid-fluid interactions in porous media

The aim of this project is to develop computational tools for modelling the coupled fluid transport-solid deformation behaviour in porous media at micro-, meso- and macro-scales. more...

Supervisor(s): Shen, Luming (Associate Professor)

Retaining Military Personal Model: Adequacy, Robustness and Simplicity

The project will focus on implementing Partial Least Squares Path Modelling techniques to determine the military turnover drivers and their contribution to turnover.  An econom more...

Supervisor(s): Jajo, Nethal (Dr), Peiris, Shelton (Associate Professor)

Numerical simulation of hydraulic fracturing

The aim of this project is to develop a 3D hydraulic fracturing simulator that couples fluid-proppant-rock interactions within the framework of material point method (MPM). more...

Supervisor(s): Shen, Luming (Associate Professor)

Development of Shale Gas Reservoir Simulator

The aim of this project is to develop a triple porosity rock model coupled with the transport of gas and liquid phases for a more accurate evaluation of the shale gas recovery. more...

Supervisor(s): Shen, Luming (Associate Professor)