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Student research projects

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83 Projects

Project namesort ascending Area Theme
[Open] Sensitivities of Utility Scale Solar Farm Design Photovoltaics Energy
[Open] Bifacial Solar panel opportunities for Utility Scale Solar farms in Australia Photovoltaics Energy
[Open] Automation and sensing of string/combiner box level failures on utility scale solar farm SCADA data Photovoltaics Energy
Virtual Reality Video Game Player Experience Human-Centred Computing Computer Systems
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
Unifying decision diagram theory for probabilistic planning Planning and Optimisation Theory
Ultra-small Pixels for Photodetection: Design and simulation of narrowband, tunable plasmonic absorbers for hot electron photodetectors Optical Devices Energy
Towards Better Images of the Universe Machine Learning Intelligence
Testing and characterisation of solar thermal absorbers Micro & Nano Systems, Nanomaterials, Solar Thermal Energy, Materials
Support ANU students’ ability to speak a foreign language intelligibly using educational technologies Human-Centred Computing, Machine Learning Intelligence, Computer Systems
Staring at the Night Sky Computer Vision Intelligence
Secret sharing: an application to multi-factor encryption Logic, Programming Language Systems Computer Systems, Theory
SAT-based Planning Using Split Representations: Quantifying the Separation Planning and Optimisation Intelligence
Resilient Programming Models for One-Sided Communications High Performance Computing, Programming Language Systems Computer Systems
Reinforcing Trial-based Heuristic Tree Search with Neural Networks Planning and Optimisation
Redirection for Pathfinding based on Compressed Path Database Planning and Optimisation Intelligence
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems Planning and Optimisation Intelligence
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
Peer-to-peer Sharing Economy for Energy and Transportation in Smart Cities Algorithms, Data Mining & Matching, Energy Storage, Intelligent Agents, Machine Learning, Planning and Optimisation Energy, Intelligence, Theory
Open Relation Extraction Machine Learning Intelligence
On the Foundations of Inductive Reasoning (FIR) Intelligent Agents, Machine Learning Intelligence
Objective Measurement in Return-To-Sport following Anterior Cruciate Ligament Reconstruction Intelligent Agents Intelligence
New Interfaces for Musical Expression Audio & Acoustic Signal Processing, Human-Centred Computing, Sensors Computer Systems
Naturla Language Procesing for Mental Health Machine Learning Intelligence
Musical instruments that play along: ML for music generation, interaction, and performance Human-Centred Computing, Machine Learning Intelligence
Materials for high temperature solar thermal systems Energy Storage, Solar Thermal Energy, Materials
Making 3D Scientific Applications Fault Tolerant High Performance Computing Computer Systems
Machine learning for video and image understanding Computer Vision, Intelligent Agents, Machine Learning Intelligence
Logical Reasoning for Linked Data Databases, Logic, Machine Learning Theory
Is that avatar really smiling or faking it? Human-Centred Computing 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
Innovative Machine Intelligence and Cybersecurity Solutions to Safeguard the Patient Information Associated with a New Generation of Medical Devices Machine Learning Computer Systems
Infrastructure and Techniques to Accelerate Operational Weather Codes on Next-generation Supercomputers High Performance Computing Computer Systems
Information Technology and the Propagation of Racism in the Australian Community Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Graph Analytics Algorithms, Databases, Machine Learning Theory
Gameful Design and Gamification Human-Centred Computing Computer Systems
Formally Verified Vote Counting: The case of Fractional Transfer Values Logic Theory
Footy Cyber Dreaming Machine Learning Intelligence
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation Planning and Optimisation Intelligence
Facial Expression Recognition in Video Games Computer Vision, Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Extending a State-of-the-art Parallel Communication Algorithm High Performance Computing Computer Systems
Evolutionary music making Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Entity Resolution: From Similarity to Patterns Data Mining & Matching, Databases, Machine Learning Theory
Electromagnetic modelling of light trapping by a micro-textured solar absorber Micro & Nano Systems, Optical Devices, Solar Thermal Energy, Materials, Theory
Dynamic Knowledge Tracing Knowledge Representation & Reasoning, Machine Learning
Distinguishing between Real and Posed Smiles from Observers’ Physiological Features Human-Centred Computing Intelligence
Discriminating real from machine-learning generated music Machine Learning Intelligence

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