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Student research projects

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88 Projects

Project namesort ascending Area Theme
“Fingerprinting” molecular and materials systems using neural networks High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Video Games (Choose your own adventure) Algorithms, Human-Centred Computing, Intelligent Agents, Machine Learning, Software Engineering Computer Systems, Intelligence
Value-Dependent Information Flow Security Logic, Programming Language Systems Computer Systems, Theory
Using GPUs to accelerate phylogenetic reconstruction in the IQ-TREE software Algorithms, High Performance Computing Computer Systems
Towards Better Images of the Universe Machine Learning Intelligence
Sustainable Materials Design using Machine Learning Machine Learning, Manufacturing, Planning and Optimisation Energy, Information, Intelligence, Materials
Staring at the Night Sky Computer Vision Intelligence
Short-term solar energy forecasting from sky video sequences Computer Vision Information
Shared battery storage in Australian suburbs Energy Storage Energy
Self-scaling machine learning for high performance computing High Performance Computing, Machine Learning Computer Systems, Intelligence
Self-Monitoring of 3D Printing Performance using Machine Learning Machine Learning, Manufacturing, Signal Processing, Software Engineering Intelligence
Secret sharing: an application to multi-factor encryption Logic, Programming Language Systems Computer Systems, Theory
Saving Endangered Languages Machine Learning Intelligence
SAT-based Planning Using Split Representations: Quantifying the Separation Planning and Optimisation Intelligence
Robustification of Materials Informatics High Performance Computing, Machine Learning, Manufacturing, Nanomaterials Intelligence, Materials
Research Project: Solving Sokoban Puzzles/Games Algorithms, Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Intelligence, Theory
Research Project: On Hierarchical Planning in (Computer) Games Algorithms, Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation, Software Engineering Computer Systems, Information, Intelligence, Theory
Research Project: Modeling and Solving (Puzzle) Games Using AI Algorithms, Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Intelligence, Theory
Research Project: A Systematic View on Complexity Results for HTN Planning Algorithms, Intelligent Agents, Knowledge Representation & Reasoning, Planning and Optimisation Intelligence, Theory
Real-time Extensible English Language Racism Monitor and Research Tool Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems Planning and Optimisation Intelligence
Production of sustainable cement Manufacturing Materials
Production of composite materials for 3D printing Manufacturing Materials
Procedural Generation and Co-Creation of Game Content Human-Centred Computing, Machine Learning Intelligence
Power generation for wearable devices
Position control of a flexible beam using negative imaginary systems theory
Phylogenetic inference in the genomic era Algorithms, High Performance Computing, Software Engineering Theory
PhD Research Projects in Communications Communications Information
PhD project in Energy Analytics: Battery Storage and Grid Integration Program Signal Processing Energy
PhD Opportunity with Industry Collaboration Information
Optimizing a Parallel Boolean SAT(isfiability) Solver High Performance Computing Computer Systems
Open Relation Extraction Machine Learning Intelligence
On the Foundations of Inductive Reasoning (FIR) Intelligent Agents, Machine Learning Intelligence
Novel algorithms for exascale computational chemistry Algorithms, High Performance Computing, Software Engineering Computer Systems, Theory
Nespresso + fashion Manufacturing Materials
Natural Language Processing for Small Languages Machine Learning Intelligence
Natural Language Processing for Mental Health Machine Learning Intelligence
Musical instruments that play along: ML for music generation, interaction, and performance Human-Centred Computing, Machine Learning Intelligence
Micro-/Nano-Electro-Mechanical System (MEMS/NEMS) based novel biomedical devices Micro & Nano Systems Fabrication
Measuring the temperature-dependence of mobility in crystalline silicon under illumination Photovoltaics Energy, Materials
Machine learning model(s) for pest management strategies Computer Vision, Machine Learning
Machine learning model(s) for identifying mosquitoes from their sound waves Computer Vision, Machine Learning
Machine Learning Hyper-parameter Optimisation using Semi-random Sequences High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Machine Learning Hyper-parameter Optimisation using Evolutionary Algorithms High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
Knowledge Graph Modelling Data Mining & Matching Intelligence
Knowledge Bookmarks Data Mining & Matching, Knowledge Representation & Reasoning Information, Intelligence
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
Infrastructure and Techniques to Accelerate Operational Weather Codes on Next-generation Supercomputers High Performance Computing Computer Systems
Improving Search Engine Efficiency with Emerging Memory and Storage Software Engineering Computer Systems

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