Student research projects

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97 Projects

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

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