Research
Learn to build on your research and discovery skills and cultivate those skills needed in everyday life.
Advanced Ultrasound Tweezers
This project aims to develop the next generation of acoustic tweezers with moving parts that allow controlled rotation, translation, and flexural motion of micro-objects, ranging from polystyrene beads to microbeams or insects’ parts (thin elastic structures).
Brain Robot Interface
This project is to build on responses in the human brain when a robot does not operate in a way the human expects and build an innovative brain-robot interface.
Benchmarking Single-Cell Transcriptomics
Using several single-cell RNAseq datasets of breast cancer generated in the lab; this project aims to compare different computational approaches to extract biologically meaningful data and visualise various features to annotate and functionally characterise tumour cell diversity.
Fairness in Deep Learning
Deep learning has significantly improved classification accuracy for supervised image recognition tasks. However, these tremendous performances are reported on test-sets which are drawn from distribution identical to their training datasets.
Imaging Profiling Platform
Platelets play a crucial role in blood clot formation, causing heart attack and thrombotic disease, the number 1 killer in Australia.
Optimising Cell Types
In the last few years, single-cell transcriptomics (scRNAseq) has become the preferred method to understand the cell composition and function of healthy tissues and tumours, through unsupervised sampling and modelling of transcriptional states in single cells.
Sound Transmission Loss
In industrial applications and academic research sound transmission loss (STL) is a practical benchmark metric for the performance assessment and validation of materials and designs.
Student Additive Manufacturing
This project involves the development of additive manufacturing research platforms by student teams. To date, a 5 axis, large bed FDM machine with exchangeable plastic filament and syringe extruders has been designed, assembled and tested. Ongoing projects include an industrial inkjet drop-on-demand based UV resin printer and a 6 axis robot arm FDM printer.
Surface Plasmon Resonance Biosensor
It is estimated that almost 145,000 new cases of cancer will be diagnosed in Australia annually.
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Research | Innovation | Community and culture | Social change