Student research projects

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97 Projects

Project namesort descending Area Theme
Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
Locating Vital Thoraco-Abdominal Organs for Body Armour Design: Converting MRI to CT using Convolutional Neural Networks
Logical Reasoning for Linked Data Databases, Logic, Machine Learning Theory
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
Memory Management for PHP Programming Language Systems Computer Systems
Mental models of systems
Micro-/Nano-Electro-Mechanical System (MEMS/NEMS) based novel biomedical devices Micro & Nano Systems Fabrication
Mu as a VM for scientific programming Programming Language Systems Computer Systems
Mu for systems programming Programming Language Systems Computer Systems
Musical instruments that play along: ML for music generation, interaction, and performance Human-Centred Computing, Machine Learning Intelligence
Nespresso + fashion Manufacturing Materials
Novel nanomaterials for artificial photosynthesis Nanomaterials Materials
Novel nanomaterials for water security Nanomaterials Materials
Optical-structural design of heliostats Solar Thermal Energy
Optimal troubleshooting (and other tractable POMDPs) Intelligent Agents, Planning and Optimisation Intelligence
Optimisation with imprecise boundaries Planning and Optimisation
Optimizing a Parallel Boolean SAT(isfiability) Solver High Performance Computing Computer Systems
Pathfinding for video games and warehouses Planning and Optimisation Intelligence
PhD or Research Project: Various topics From Theory to Practice in Planning Algorithms, Human-Centred Computing, Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Intelligence
Phylogenetic inference in the genomic era Algorithms, High Performance Computing, Software Engineering Theory
Position control of a flexible beam using negative imaginary systems theory
Prediction and Optimisation for Coordinating Battery Storage Energy Storage, Machine Learning, Planning and Optimisation Energy, Intelligence
Production of sustainable cement Manufacturing Materials
Proof Theory of Resource Logics Logic Theory
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems Planning and Optimisation Intelligence
Representing the System Confidence of Intelligent Video Surveillance Systems Information, Intelligence
Research Project: A Systematic View on Complexity Results for HTN Planning Algorithms, Intelligent Agents, Knowledge Representation & Reasoning, Planning and Optimisation 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: 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: Solving Sokoban Puzzles/Games Algorithms, Intelligent Agents, Knowledge Representation & Reasoning, Logic, Planning and Optimisation Intelligence, Theory
Resilience from Soft Faults in Large-scale Scientific Simulations High Performance Computing Computer Systems
Resilient Programming Models for One-Sided Communications High Performance Computing, Programming Language Systems Computer Systems
Robust dynamic planning and scheduling Planning and Optimisation Intelligence
Robustification of Materials Informatics High Performance Computing, Machine Learning, Manufacturing, Nanomaterials Intelligence, Materials
Self-Monitoring of 3D Printing Performance using Machine Learning Machine Learning, Manufacturing, Signal Processing, Software Engineering Intelligence
Self-scaling machine learning for high performance computing High Performance Computing, Machine Learning Computer Systems, Intelligence
Short-term solar energy forecasting from sky video sequences Computer Vision Information
Story planning: unlimiting creativity Knowledge Representation & Reasoning, Machine Learning, Planning and Optimisation Intelligence
Support ANU students’ ability to speak a foreign language intelligibly using educational technologies Human-Centred Computing, Machine Learning Intelligence, Computer Systems
Targeted nano-scale light trapping for the next generation of solar cells and photodetectors Optical Devices Energy
Testing ultra-high temperature heat resistant materials for CSP particle receivers Solar Thermal Energy
Ultra-small Pixels for Photodetection: Design and simulation of narrowband, tunable plasmonic absorbers for hot electron photodetectors Optical Devices Energy
Verified Vote Counting Logic Theory
VRP for RoboCup Logistics Intelligent Agents, Planning and Optimisation Intelligence
Weather projection techniques and system with consideration of extremes Data Mining & Matching Intelligence
“Fingerprinting” molecular and materials systems using neural networks High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials

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