Student research projects

Please note that this Student Research Projects directory has been identified for future retirement and may not be up to date.

For the latest information on the various projects that are underway in our College, please refer to the local information shared on the School of Engineering, School of Computing, and School of Cybernetics sites.

Degree types

78 Projects

Project name	Area	Theme
Unsupervised Learning Geometric Features of Nanoparticles using Iterative Label Spreading
Translating insect sketches to images and validate with real life images
Testing Technical Debt in Data Science Software (HDR) [Open]
Static Code Analysis on R Packages with SonarQube [Open]
Smart recycling of materials
SAT-based Planning Using Split Representations: Quantifying the Separation
Resilient energy systems
Resilient energy systems
Reproducibility Debt in Data Science Software (HDR)
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems
Projects on perovskite solar cells
Privacy Technical Debt (Hons) [Open]
Power generation for wearable devices
PhD Research Projects in Digital and Wireless Communications
PhD project and top-up scholarship on the Hydrogen Economy with the Zero-Carbon Energy for the Asia Pacific Grand Challenge
PhD - Integrating Electric Vehicles with Buildings and Grids
Phase change material enabled temperature zones for food delivery totes (a numerical and experimental study)
OzFuel: Australian Fuel Monitoring from Space
Optimising Scientific Collaboration with Federated Learning
On the Foundations of Inductive Reasoning (FIR)
Novel characterisation techniques for next generation solar cells
Nature-Based Solutions for Flood Mitigation
Multiple PhD Scholarship Opportunities in Smart Miniaturized Sensors for the detection of Improvised Explosive Devices
Minimum Target Set in Social Networks: An Algorithmic Approach
Micro-/Nano-Electro-Mechanical System (MEMS/NEMS) based novel biomedical devices
Mechanical modelling of human patella strength upon orthopaedic screw insertion
Measurement of Solar Module Backsheet Degradation After UV Exposure
Learning, Representing and Exploiting Sequential Nogoods in Planning
Is that avatar really smiling or faking it?
Interpretable Machine Intelligence in Early Detection of Ovarian Cancer
Integrating new metrics for Active Machine Learning
Inference from medical record information using graph databases
Improving knee brace technology
Impact of joint alignment on artificial knee kinematics
Image Analysis in X-ray Radiography (a data analysis-based project)
Hydrogel materials for gas hydrate formation promotion (an experiment-based project)
How do Data Scientists use GitHub? (Hons) [Open]
How Developers Discussions on Software Design Affect Quality [Open]
High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
High Performance Computing for phylogenetic simulations
High and Low Dimensional Relationships in Machine Learning
Heat banks vs heat pumps: Is flexibility better than efficiency?
Grey Literature on Technical Debt [Hons]
Flexible and wearable sensors
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation
Facial Expression Recognition from Masked Faces
Extension of entanglement analysis on dense polymer systems to obtain topological descriptors
Evaluation of Metallic Nanoparticle Descriptors for Supervised and Unsupervised Learning
Evaluating ML methods for semi-structured data
Energy efficiency, energy sufficiency, and demand response in resilient microgrids