Student topics

As a prime advocate for plain packaging of tobacco products, Professor Matthew Rimmer is engaged in research and public policy work on tobacco control. He is interested in supervising research students working within the field of tobacco control - including in respect of the WHO Framework Convention on Tobacco Control; trade and investment disputes over tobacco control; the plain packaging of tobacco products; restrictions on tobacco advertising, sponsorship, and promotions; generational limitations on smoking; spatial restrictions on smoking; and civil …

Study level

PhD, Master of Philosophy, Honours

Faculty

Faculty of Business and Law

School

School of Law

Research centre(s)

Australian Centre for Health Law Research

Weakly nonlinear waves are described by dispersive pdes, such as the famous Korteweg–De Vries (KdV) equation. These models have applications to a variety of phenomena in physics, including the propagation of water waves, but they are also interesting from a mathematical perspective because they can have special properties.While the KdV equation and its variants are well-studied in the literature, a new approach is to attempt to learn about wave propagation by investigating solution behaviour in complex plane. For example, there …

Study level

PhD, Master of Philosophy, Honours

Faculty

Faculty of Science

School

School of Mathematical Sciences

Aircraft collision risk modelling is complex yet key to ensuring safe air transport (both crewed and uncrewed aircraft). Different collision risk models are better suited to different airspace environments which means model comparison and evaluation is an important research problem. This project takes a deeper look into a specific collision risk modelling approach: gas models.

Study level

Honours

Faculty

Faculty of Engineering

School

School of Electrical Engineering and Robotics

Research centre(s)

Centre for Robotics

Securing the information manipulated by computer systems, such as privacy and integrity in social software, is a challenge. Traditional methods to impose limits on the information disclosure, such as access control lists, firewalls, and cryptography, provide no guarantees about information propagation. For instance, cryptography provides no guarantees about the confidentiality of the data are given once it is decrypted.Information flow control (IFC) is the problem of ensuring secure information flow according to specified policies within computer systems. Modern applications are …

Study level

PhD, Master of Philosophy

Faculty

Faculty of Science

School

School of Computer Science

Deep learning is a mainstream to increase the capability of industry systems, particularly for those with massive data input and output. It is seen that many tools are now claimed to be freely available and could facilitate such process of development and deployment significantly with scalability and quality.However, limited attention has been on developing reproducible and productive workflows to identify the tools and their values towards large-scale industry systems. In this project, we will explore how to design such a …

Study level

PhD, Master of Philosophy

Faculty

Faculty of Science

School

School of Computer Science

Applying machine learning algorithms to source code related SE task is rapidly developing and attracts the attention from both researchers and industry engineers. While there are many program languages available, applying such techniques, i.e., the representation learning models, for different languages may achieve different performance. Particularly, they all have their own strict syntax, which determines the abstract syntax tree. Thus, a lot of different open-source supply chain are available, for example the parsing tools are used to build AST from …

Study level

PhD, Master of Philosophy

Faculty

Faculty of Science

School

School of Computer Science

In recent years, machine learning has enjoyed profound success in a range of interesting applications such as natural language processing, computer vision and speech recognition. It has been possible mainly due to, in addition to better computing resources, the availability of large amounts of training datasets to these applications. However, in software security research, the lack of large datasets is an open problem that makes it challenging for machine learning to reason about security vulnerabilities found in real-world software. The …

Study level

PhD, Master of Philosophy

Faculty

Faculty of Science

School

School of Computer Science

Several open-source projects drive modern-day IT applications. However, some open-source projects get compromised by malicious attackers, who include malware to the code to compromise the security of the application users.This project will investigate approaches for securing the open-source software.

Study level

Honours

Faculty

Faculty of Science

School

School of Computer Science

The World Health Organisation recently raised the alarm on the critical importance of physical activity and social interactions for mental and physical health, highlighting the need for active environments that support people to engage in healthy activities. In order to address the high-rates of physical inactivity and social isolation, we need additional research evidence to design high-quality public spaces that promote health and wellbeing for all ages. This study lies at the intersection of built environment, human behaviour, and health …

Study level

PhD, Master of Philosophy, Honours

Faculty

Faculty of Engineering

School

School of Architecture and Built Environment

Species and ecosystems in Antarctica are threatened. Optimal biodiversity conservation is an interdisciplinary field combining mathematical modelling and optimisation with ecology and conservation. We can use mathematics to understand the system, model how management actions might impact it, and then optimise which actions should be used. For example, we can explore where protected areas should be placed, how species should be managed, or how tourist impacts should be reduced. However, the complexities of conservation in Antarctica necessitate the application of …

Study level

PhD, Master of Philosophy, Honours

Faculty

Faculty of Science

School

School of Mathematical Sciences

Research centre(s)

Centre for Data Science
Centre for the Environment

One in 500 children require admission to paediatric intensive care (PICU) for acute life-threatening illness or injury during their childhood1. There are an estimated 300,000 survivors of paediatric critical illness in Australia. Up to 30% of PICU survivors experience long-term impairments in physical, cognitive, emotional, and social health. This is termed Post Intensive Care Syndrome – Paediatrics, and significantly impacts child development, with a multiplier effect on the family and society. This is believed to be caused, in part, by …

Study level

PhD, Master of Philosophy, Honours

Faculty

Faculty of Health

School

School of Nursing

Research centre(s)

Centre for Healthcare Transformation

Food Literacy is a collection of knowledge, skills and behaviours required to plan, manage, select, prepare and eat foods to meet needs and determine food intake. It is the scaffolding that empowers individuals, households, communities or nations to protect diet quality through change and strengthen dietary resilience over time. Areas for further research include, but are not limited to:identifying models to integrated food literacy into dietetic practice e.g. through the Nutrition Care Processdevelop population level indicators for food literacy that …

Study level

PhD, Master of Philosophy, Honours

Faculty

Faculty of Health

School

School of Exercise and Nutrition Sciences