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Computational characterisation of trans-regulatory cell systems

This project aims provide enabling computational and statistical methods for characterising trans-regulatory networks in cell systems. The goal is to discover regulatory networks th more...

Supervisor(s): Yang, Pengyi (Dr)

Modular Character Sheaves on Lie Algebras

Developing a theory of character sheaves with modular coefficients on the Lie algebras of reductive groups. more...

Supervisor(s): Henderson, Anthony (Professor)

Closure of the Exponential Embedding of the Nilpotent Cone

Algebra; representation theory; algebraic groups; sheaves; geometry more...

Supervisor(s): Henderson, Anthony (Professor)

Analysis of telematics data using machine learning techniques

Usuage-based auto insurance (UBI) represents a significant evolution in automobile insurance pricing over traditional pricing as it can provide more personalised premiums based on i more...

Supervisor(s): Chan, Jennifer (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)

Evolution of human post-menopausal longevity: Grandmother Hypothesis

An outstanding question in human evolution is why humans developed such long lifespans, greatly exceeding the end of female fertility.  As far as we know, only pilot whales and more...

Supervisor(s): Kim, Peter (Associate Professor)

Bayesian deep learning for incomplete information

This project will feature a synergy of deep learning, modular and multi-task learning with Bayesian methods to address the problem of decision making given incomplete information. more...

Supervisor(s): Cripps, Sally (Professor), Chandra, Rohitash (Dr)

Modelling Health Emergency: An efficient approach in operating via simulation

The project will focus on implementing Discrete Event Simulation and Statistical Analysis to mimic the current Emergency Department (ED) system within NSW Health. This developed mod more...

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

Geometry of conics and quadrics

Systems of conics and quadrics are omnipresent in mathematics. Despite seeming simplicity of mathematical objects given by second-order algebraic equations, they possess rich struct more...

Supervisor(s): Radnovic, Milena (Dr)