Student research projects

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61 Projects

Project namesort descending Area Theme
100% renewable electricity in a Sunbelt country/state Planning and Optimisation Energy
Accelerating radiological path length calculations for intensity modulated radiotherapy treatments using parallel processing Algorithms, Human-Centred Computing, Software Engineering Computer Systems, Intelligence
Advancing strategic game AI in the StarCraft II AI research environment Human-Centred Computing, Intelligent Agents, Machine Learning, Software Engineering Computer Systems, Intelligence
Algorithms for Modal Types Logic, Programming Language Systems Theory
Analysis/mining of video game reviews Algorithms, Data Mining & Matching, Human-Centred Computing, Machine Learning, Software Engineering Computer Systems, Intelligence
Automated Reasoning for Situational Awareness Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Computer Systems
Computational Alloy Design and Discovery Machine Learning Materials
Computer vision for corrosion detection Machine Learning Information
Data augmentation and dimension reduction methods for the physical sciences and engineering Data Mining & Matching, Knowledge Representation & Reasoning, Machine Learning Information, Intelligence, Materials
Diagnosis of Hybrid Systems with Model-Checkers Planning and Optimisation Intelligence
Discovering Inconsistent Data in a Dynamic World Algorithms, Data Mining & Matching, Databases Theory
Energy arbitrage model for pumped hydro and battery storage systems Energy Storage Energy
Entity Resolution: From Similarity to Patterns Data Mining & Matching, Databases, Machine Learning Theory
Evolutionary music making Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Exploring Checkpointing for Java on Persistent Memory Programming Language Systems Computer Systems
Extending OpenJDK with Write-Rationing Garbage Collection Programming Language Systems Computer Systems
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation Planning and Optimisation Intelligence
Federated Learning for Competitive Collaboration Algorithms, Machine Learning Computer Systems, Intelligence
Footy Cyber Dreaming Machine Learning Intelligence
Graph Analytics Algorithms, Databases, Machine Learning Theory
Hardware synergistic algorithms Algorithms, High Performance Computing Computer Systems, Theory
HCI design of a web application for documenting Indigenous children’s vocabulary learning Human-Centred Computing
HCI design of digital and tangible technologies for environmentally-sustainable campus practices Human-Centred Computing
HCI design of tangible and social technologies for intergenerational language transmission and use over a distance Human-Centred Computing Intelligence
High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
HypyDesygn: Combining artificial and human intelligence Databases, Machine Learning, Manufacturing, Software Engineering Computer Systems, Intelligence
Information Technology and the Propagation of Racism in the Australian Community Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Infrastructure and Techniques to Accelerate Operational Weather Codes on Next-generation Supercomputers High Performance Computing Computer Systems
Innovative Machine Intelligence and Cybersecurity Solutions to Safeguard the Patient Information Associated with a New Generation of Medical Devices Data Mining & Matching, Human-Centred Computing, Machine Learning, Networked Systems, Sensors, Signal Processing Computer Systems, Intelligence
Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
Logical Reasoning for Linked Data Databases, Logic, Machine Learning Theory
Machine Intelligence and Cybersecurity Solutions to Safeguard the people living with Multiple Sclerosis and Diabetes Computer Vision, High Performance Computing, Machine Learning Intelligence
Machine Learning Hyper-parameter Optimisation using Evolutionary Algorithms High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Machine Learning Hyper-parameter Optimisation using Semi-random Sequences High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Machine Learning-Based Performance Prediction of Big Data Applications on Future Hardware
Musical instruments that play along: ML for music generation, interaction, and performance Human-Centred Computing, Machine Learning Intelligence
Natural Language Processing for Mental Health Machine Learning Intelligence
Natural Language Processing for Small Languages Machine Learning Intelligence
Novel algorithms for exascale computational chemistry Algorithms, High Performance Computing, Software Engineering Computer Systems, Theory
On the Foundations of Inductive Reasoning (FIR) Intelligent Agents, Machine Learning Intelligence
Open Relation Extraction Machine Learning Intelligence
Optimizing a Parallel Boolean SAT(isfiability) Solver High Performance Computing Computer Systems
Pathway to a fully decarbonised energy future in Singapore Planning and Optimisation Energy
Phylogenetic inference in the genomic era Algorithms, High Performance Computing, Software Engineering Theory
Planning to Listen: Using Audio Feedback for Complex Manipulation Tasks under Uncertainty Machine Learning, Planning and Optimisation, Robotics Intelligence
Production of sustainable cement Manufacturing Materials
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems Planning and Optimisation Intelligence
Robustification of Materials Informatics High Performance Computing, Machine Learning, Manufacturing, Nanomaterials Intelligence, Materials
SAT-based Planning Using Split Representations: Quantifying the Separation Planning and Optimisation Intelligence
Saving Endangered Languages Machine Learning Intelligence

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