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
A biomimetic inspiration – particle migration of red blood cells in engineering pipeline flows
AI-based Co-Pilot System for Helicopter
AI-based Decision Making for Strategically Empathetic Robot
Algorithms and Machine Learning on Graphs
Atomic Layer Deposition of Novel Nanolayer Materials for Solar Cells (PhD project)
Atomically thin opto-electronic devices (LED, solar cells) and/or mechanical devices based on novel two dimensional nano-materials
Australian National University: PhD Opportunity – Laser additive manufacturing of advanced metallic materials for orthopaedic implant
Automated decision-making and learning under uncertainty for Robotics: Multiple PhD Projects
Automated morphological characterisation of the human knee joint for personalized arthroplasty
BEng Honours and Master Projects in Digital and Wireless Communications
Blockchain, Cryptocurrencies and Zero-Knowledge Proofs
Building Computational Model for Emphatic Avatars/Robots
Bushfire Detection using IoT Sensor Networks
Comparing DL and BERT Methods on Commits Sentiment Analysis
Computational Alloy Design and Discovery
Corrosion testing of new alloys
Deep Interpretable Forward and Inverse Scientific Prediction using TabNet
Deep learning for facial expression and/or emotion recognition
Defects in silicon solar cells (PhD/MPhil project)
Design and Analysis of 6G and Beyond Wireless Communications Systems
Design and Analysis of Molecular Communications Systems
Developing machine learning algorithms to identify forest structural characteristics from earth observation data on a regional scale, Australia
Development and operation of a measurement system for recording fuel moisture content for field use
Development of a portable electroluminescence measurement system for photovoltaic modules
Development of a portable surface reflectance measurement system using a portable optical spectrometer and associated optical components
Development of liquid doping for the fabrication of polycrystalline silicon passivating contacts in high efficiency solar cells
Documenting R Packages: What is a good example? (Hons) [Open]
Electromagnetic interference shielding and thermal management of smart phones enabled by graphene and MXenen
Energy efficiency, energy sufficiency, and demand response in resilient microgrids
Evaluating ML methods for semi-structured data
Evaluation of Metallic Nanoparticle Descriptors for Supervised and Unsupervised Learning
Extension of entanglement analysis on dense polymer systems to obtain topological descriptors
Facial Expression Recognition from Masked Faces
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation
Flexible and wearable sensors
Grey Literature on Technical Debt [Hons]
Heat banks vs heat pumps: Is flexibility better than efficiency?
High and Low Dimensional Relationships in Machine Learning
High Performance Computing for phylogenetic simulations
High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
How Developers Discussions on Software Design Affect Quality [Open]
How do Data Scientists use GitHub? (Hons) [Open]
Hydrogel materials for gas hydrate formation promotion (an experiment-based project)
Image Analysis in X-ray Radiography (a data analysis-based project)
Impact of joint alignment on artificial knee kinematics
Improving knee brace technology
Inference from medical record information using graph databases
Integrating new metrics for Active Machine Learning
Interpretable Machine Intelligence in Early Detection of Ovarian Cancer
Is that avatar really smiling or faking it?