QUT offers a diverse range of student topics for Honours, Masters and PhD study. Search to find a topic that interests you or propose your own research topic to a prospective QUT supervisor. You may also ask a prospective supervisor to help you identify or refine a research topic.
Found 643 matching student topics
Displaying 205–216 of 643 results
Uptake of electric vehicles: the case of Australia
The uptake of electric vehicles is on the rise. This study undertakes a literature review of papers published on electric vehicles with a view to identify factors that influence their uptake and data sources. This information will then be used to develop a model to identify factors that are influencing the uptake of electric vehicles in Australia on a state basis and propose strategies that can further increase their uptake in the country. Policy implications of this new development in …
- Study level
- Honours
- Faculty
- Faculty of Business and Law
- School
- School of Economics and Finance
Water living lab: flood modelling and visualisation
Smart use of rich data sets and state-of-the-art models in a central framework provides opportunities to address problems that were previously out of reach. This is particularly true in managing and responding to flood scenarios where an integrated platform can gather forecasted and measured weather and streamflow data and use those data in foresting systems, enabling an integrated visualisation platform for data sharing and real-time decision making.The water engineering research team is developing analytical and visualisation frameworks that can support …
- Study level
- Honours
- Faculty
- Faculty of Engineering
- School
- School of Civil and Environmental Engineering
Addressing Australia's affordable housing demand through industrialised construction
Australia is facing an intense housing crisis. Access to affordable housing has sharply declined. Moreover, the average rental vacancy is at historically low, at around 1% in major cities. The Australian government has unveiled ambitious plans to boost housing supply by building thousands and thousands of new homes within the next 10 years. However, the construction industry's capacity is severely constrained to build and supply such as the local industry relies mostly in traditional in-situ construction methods and techniques.This research …
- Study level
- PhD
- Faculty
- Faculty of Engineering
- School
- School of Architecture and Built Environment
Supply chain vulnerabilities and risks in major infrastructure projects: future proofing Australia's construction supply chain
The repercussions of COVID-19 pandemic, Ukraine war and the conflicts in the Middle East has caused global supply chain disruption. Australia is particularly vulnerable to supply chain disruption due to its unique geographic location, construction environment and dwindling manufacturing base.Significant cost overruns, project delays, productivity decline and compromised quality products and facilities have become norm rather than exception. We have a huge demand for major infrastructures including those needed for the Brisbane 2032 Olympic. Future proofing the construction supply chain …
- Study level
- PhD
- Faculty
- Faculty of Engineering
- School
- School of Architecture and Built Environment
Resilience of Queensland's housing stocks to natural hazards
With changing climate, rapid population growth/movement, aging population and economic disparity, our housing stocks are increasingly becoming more prone to natural hazards such as flooding, bushfires, extreme heat, and cyclones. We have been witnessing increased frequency of such events and their disproportional impact on housings, related infrastructure, environment, economy, and the livelihood of people.By leveraging UN disaster risk reduction frameworks and other national and Queensland specific frameworks, this research will assess the resilience and vulnerability of public and social housing …
- Study level
- PhD
- Faculty
- Faculty of Engineering
- School
- School of Architecture and Built Environment
AI in construction
AI has been impacting businesses and professionals in unprecedented ways. This project will investigate how AI is impacting construction planning, management and execution of construction projects both in positive and negative ways and how Australian construction firms and professionals can better prepare themselves to ride with it.
- Study level
- PhD
- Faculty
- Faculty of Engineering
- School
- School of Architecture and Built Environment
Reinforcement learning for fair and ethical AI systems
This project studies how reinforcement learning (RL) can help make automated decisions fairer. Instead of fixing fairness after training, fairness is built into the learning process to create more equal outcomes for different groups. The focus is on important areas like hiring, healthcare, and finance, where biased AI can cause real harm.The aim is to reduce unfair bias while keeping the system accurate, helping create AI that is both effective and socially responsible. You will learn about advanced RL methods, …
- Study level
- PhD, Master of Philosophy, Honours
- Faculty
- Faculty of Engineering
- School
- School of Electrical Engineering and Robotics
Efficient predictive models using physics-informed machine learning
This research explores how advanced physics-informed neural network models can guide the development of simplified yet accurate predictive systems across scientific and engineering domains. The work spans machine learning, computational physics, and applied mathematics, addressing the critical challenge of creating efficient models that maintain physical consistency and predictive reliability.Recent advances in neural operator learning and physics-informed architectures have demonstrated potential for dramatically reducing model complexity while preserving domain-specific knowledge. This research investigates generalisable frameworks for developing simplified predictive models that …
- Study level
- PhD, Master of Philosophy, Honours
- Faculty
- Faculty of Engineering
- School
- School of Electrical Engineering and Robotics
Digital twin in medical or sports context
Digital twins are virtual models of physical systems that use real-time data to mirror, simulate, and analyse behaviour. In medical and sports domains, they offer exciting opportunities for innovation.This project focuses on exploring these applications and aims to create digital twins to better understand and improve outcomes in these rapidly evolving fields.
- Study level
- PhD, Master of Philosophy, Honours
- Faculty
- Faculty of Engineering
- School
- School of Electrical Engineering and Robotics
Australia's urban and regional atmosphere: investigating influences on air quality
Global concern about urban air quality has been steadily increasing in recent years. However, most studies on the factors influencing air quality have focused on heavily polluted regions or locations in the Northern Hemisphere, where weather patterns, industrial activity, and vegetation differ significantly from those in Australia.Historically, urban areas in Australia have enjoyed relatively good air quality. Yet, rising population density, deforestation, and land use changes are placing increasing pressure on this status. Furthermore, the natural emissions from Australian vegetation …
- Study level
- Master of Philosophy, Honours
- Faculty
- Faculty of Science
- School
- School of Earth and Atmospheric Sciences
Regenerating bone following osteosarcoma tumour resection in a post-chemotherapy treated bone defect
Osteosarcoma (OS) is the most common primary bone cancer in children and adolescents. Standard treatment involves surgical resection of the tumour combined with systemic chemotherapy. While most patients undergo limb-sparing surgery to avoid amputation, this often results in significant morbidity and lifelong complications. These complications stem from the creation of large bone defects, poor healing outcomes, the need for revision surgeries, and long-term prosthetic failureThere is a critical clinical need for regenerative strategies that restore bone integrity and function following …
- Study level
- PhD, Master of Philosophy
- Faculty
- Faculty of Health
- School
- School of Biomedical Sciences
- Research centre(s)
- Centre for Biomedical Technologies
Local drug delivery to prevent osteosarcoma recurrence and metastasis
Osteosarcoma (OS) is the most common primary bone cancer in children and adolescents. Despite aggressive treatment involving multi-agent chemotherapy and wide surgical resection, survival outcomes remain poor, with five year survival as low as 13% for patients with metastatic or recurrent disease. Current treatment relies heavily on systemic chemotherapy, which is associated with significant toxicity and long-term side effects, including cardiotoxicity, nephrotoxicity, and impaired growth and fertility. Local recurrence occurs in up to 30% of patients after surgical resection, often …
- Study level
- PhD, Master of Philosophy
- Faculty
- Faculty of Health
- School
- School of Biomedical Sciences
- Research centre(s)
- Centre for Biomedical Technologies
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