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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)

Complex Networks and Performance

The project aims to develop a social network based model and operational constructs for exploring individual behaviour in relation to choice and personal health. more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Machine learning in cell identity, fate decision, and lineage prediction

Multi-omics and single-cell omics approaches are transforming our understanding of stem cell-based regeneration of tissues and organs on the individual cell level. By generating and more...

Supervisor(s): Yang, Pengyi (Dr)

Biological metaphors and resilience

The project will seek inspiration from biological networks to optimize the resilience of public health systems. more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Parallel Stochastic Optimization Algorithms

This project is investigating the application of unorthodox optimization techniques such fuzzy logic, genetic algorithms, neural networks, simulated annealing, ant colonies, Tabu se more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Self-Assembly and Self-Organization in Complex Distributed Systems

The aim of this project is use a range of algorithmic techniques (graph theoretic, game theoretic, information theoretic) to study and gain insight into the processes of self-assemb more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

MicroRNAs as Regulators of Cellular Programs

This project involves modeling the role of transcription factors and miRNAs in the control of systems implicated in maintaining and regaining optimal health. more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Resilience and distributed systems for a healthy society

This project aims to develop an understanding of the link between the nature of distributed systems and the resilience that underpins healthy future societies. more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Charcoal production during prescribed fire and its role in carbon turnover

Prescribed fires convert variable amounts of biomass into a variety of forms of ‘black carbon’.  Both the rate (and efficiency) of conversion and the forms of black more...

Supervisor(s): Adams, Mark (Professor)

Exploring the link between international trade and the global obesity epidemic

The project aims to investigate the link between global trade patterns in food commodities and the global obesity epidemic. more...

Supervisor(s): Lenzen, Manfred (Professor)