“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 |
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Position control of a flexible beam using negative imaginary systems theory |
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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 |
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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 |
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Machine learning model(s) for identifying mosquitoes from their sound waves |
Computer Vision, Machine Learning |
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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 |