A miniaturised laser manipulator for ultra-precise and pain-free dentistry. This project aims to develop a miniaturized high-precision laser robotic device that can fit comfortably in the mouth to perform pain-free, vibration-free dental operations by utilising silicon-carbide on silicon technology to create a millimetre-sized two-axis controllable, highly-reflective mirror robust to high-power ultra-short laser pulses. This project expects to generate new knowledge in micro-mirror control using ....A miniaturised laser manipulator for ultra-precise and pain-free dentistry. This project aims to develop a miniaturized high-precision laser robotic device that can fit comfortably in the mouth to perform pain-free, vibration-free dental operations by utilising silicon-carbide on silicon technology to create a millimetre-sized two-axis controllable, highly-reflective mirror robust to high-power ultra-short laser pulses. This project expects to generate new knowledge in micro-mirror control using optically excited piezo-resistive sensors, and cold femtosecond laser ablation of hard dental tissue. Expected outcomes include a working prototype for laser removal of tooth materials at speeds exceeding dental drills, providing benefits in miniaturized laser devices and ultimately removing pain from dental procedures. Read moreRead less
Noise-free Cryogenic Wavefront Sensing. This project aims to optimise the prototype adaptive optics technology for the Giant Magellan Telescope (GMT) by leveraging past investment in adaptive optics instrumentation and shortwave infrared detector systems. This project expects to generate significant improvements in GMT performance, with ten times greater image resolution than the Hubble Space Telescope and current estimates of >90% sky coverage, compared with ~50% coverage for current technology ....Noise-free Cryogenic Wavefront Sensing. This project aims to optimise the prototype adaptive optics technology for the Giant Magellan Telescope (GMT) by leveraging past investment in adaptive optics instrumentation and shortwave infrared detector systems. This project expects to generate significant improvements in GMT performance, with ten times greater image resolution than the Hubble Space Telescope and current estimates of >90% sky coverage, compared with ~50% coverage for current technology. Expected outcomes of this project include the development of a highly trained workforce and continued international collaboration in the field of high-technology sensor systems. This contribution to the GMT will provide significant benefits—it will change the way we view the Universe.Read moreRead less
Development of New Generation Magnetic Circular Dichroism Spectrometers. We are building two Magnetic Circular Dichroism (MCD spectrometers) to meet a rising need in the study of metallo-proteins and other molecules of biological interest. The PhD project described in this application will involve instrumentation design, interfacing and sampling handling development for biological samples. We wish to involve a Lastek, a scientific instrumentation company, in the possible commercial development o ....Development of New Generation Magnetic Circular Dichroism Spectrometers. We are building two Magnetic Circular Dichroism (MCD spectrometers) to meet a rising need in the study of metallo-proteins and other molecules of biological interest. The PhD project described in this application will involve instrumentation design, interfacing and sampling handling development for biological samples. We wish to involve a Lastek, a scientific instrumentation company, in the possible commercial development of aspects of this project.Read moreRead less
Robust, valid and interpretable deep learning for quantitative imaging. One of the biggest challenges in employing artificial intelligence is the “black-box” nature of the models used. This project aims to improve the effectiveness and trustworthiness of deep learning within quantitative magnetic resonance imaging. Deep learning has great promise in speeding-up complex image processing tasks, but currently suffers from variable data inputs, predictions are not guaranteed to be plausible and it i ....Robust, valid and interpretable deep learning for quantitative imaging. One of the biggest challenges in employing artificial intelligence is the “black-box” nature of the models used. This project aims to improve the effectiveness and trustworthiness of deep learning within quantitative magnetic resonance imaging. Deep learning has great promise in speeding-up complex image processing tasks, but currently suffers from variable data inputs, predictions are not guaranteed to be plausible and it is not clear to the end user how reliable the results are. The outcomes intend to deliver advanced knowledge and capability in artificial intelligence and machine learning that Australia urgently needs to capitalise on bringing deep learning into practical applications delivering economic, commercial and social impact.Read moreRead less
Integrated on-chip force and displacement sensors for high-speed atomic force microscopy of ultimate sensitivity. This project aims to develop next generation atomic force microscopy systems based on a novel interferometric method for on-chip force and displacement sensing. The proposed sensitivity improvement of two orders of magnitude over the present state-of-the-art will provide a disruptive innovation for various present and future nanotechnologies.
Towards a unified technology platform for sensing in liquids. Towards a unified technology platform for sensing in liquids. This project aims to use a new sensing platform for hydrocarbon monitoring in water to evolve optical on-chip position sensing of suspended micro-structures. Microelectromechanical systems dominate the world in sensing technology; they are common in smartphone, automotive, aerospace, and military applications. However, this multibillion dollar industry has failed to make ch ....Towards a unified technology platform for sensing in liquids. Towards a unified technology platform for sensing in liquids. This project aims to use a new sensing platform for hydrocarbon monitoring in water to evolve optical on-chip position sensing of suspended micro-structures. Microelectromechanical systems dominate the world in sensing technology; they are common in smartphone, automotive, aerospace, and military applications. However, this multibillion dollar industry has failed to make chem/bio sensing profitable, mostly due to the absence of a robust and compact read-out technology for sensing in liquids. This project is expected to lead to a unified parallel sensing platform of ultimate sensitivity delivering aqueous sensing for wide ranging applications and markets.Read moreRead less
Nanoparticle driven templating of microspheres as chromatographic materials. This project aims to pioneer a novel, high-performing class of nano-patterned core-shell particles as chromatographic materials. It will use advanced polymerization and particle preparation techniques in combination with degradable nanoparticles design, to enable the plug-and-play assembly of chromatographic columns. Size-exclusion chromatography (SEC) is one of the most important analytical techniques for polymer chem ....Nanoparticle driven templating of microspheres as chromatographic materials. This project aims to pioneer a novel, high-performing class of nano-patterned core-shell particles as chromatographic materials. It will use advanced polymerization and particle preparation techniques in combination with degradable nanoparticles design, to enable the plug-and-play assembly of chromatographic columns. Size-exclusion chromatography (SEC) is one of the most important analytical techniques for polymer chemistry. The expected outcomes of this project are faster measurement times and the possibility of imaging molecular weight distributions at a new level of detail. This project could place Australia at the cutting edge of size-exclusion chromatography phase design in partnership with a leading manufacturer of stationary phases.Read moreRead less
Bright x-ray beams from laser-driven microplasmas. This project aims to develop a new generation of bright, laser-like x-ray sources for laboratory use. X-ray sources underpin key diagnostic techniques in materials science, advancing applications from structural engineering through to ore processing and energy storage. However, the limited brightness of present-day laboratory x-ray sources restricts the utility and range of these diagnostic techniques. This research intends to use intense lasers ....Bright x-ray beams from laser-driven microplasmas. This project aims to develop a new generation of bright, laser-like x-ray sources for laboratory use. X-ray sources underpin key diagnostic techniques in materials science, advancing applications from structural engineering through to ore processing and energy storage. However, the limited brightness of present-day laboratory x-ray sources restricts the utility and range of these diagnostic techniques. This research intends to use intense lasers to create microscopic plasmas and drive high harmonic generation. The high harmonic generation process is already used to create laser-like ultraviolet light. By optimising the characteristics of the plasma medium, the project aims to extend bright high harmonic generation to the x-ray regime.Read moreRead less
Correction of non-linearity in inductively-coupled-plasma mass-spectrometry. Chemical analyses by mass spectrometers underpin key Australian economic sectors, particularly minerals and agriculture. The quadrupole inductively-coupled-plasma mass-spectrometer has seen a particular rise in prominence over last 25 years. In this collaboration between mass spectrometrists and the leading instrument designer, we will improve the linearity of its detection system for more precise and accurate data. Bet ....Correction of non-linearity in inductively-coupled-plasma mass-spectrometry. Chemical analyses by mass spectrometers underpin key Australian economic sectors, particularly minerals and agriculture. The quadrupole inductively-coupled-plasma mass-spectrometer has seen a particular rise in prominence over last 25 years. In this collaboration between mass spectrometrists and the leading instrument designer, we will improve the linearity of its detection system for more precise and accurate data. Better elemental and isotope ratio data from these high-throughput instruments will open up new real-world applications in many areas of Australian interest, such as biosecurity, forensics, groundwater management, and drug design. The research will also inform design of the next generation instruments by the industry partner.Read moreRead less
Engineering the strength and consolidation of reclaimed soft soil. Engineering the strength and consolidation of reclaimed soft soil. This project aims to strengthen reclaimed soft soils by controlled desiccation. Soft soil is a significant engineering challenge for many industry sectors in Australia and worldwide. The disposal of dredged soft soil is costly and time-consuming, and failure of soft mine tailings is an environmental catastrophe that can cause loss of life and interrupt mining prod ....Engineering the strength and consolidation of reclaimed soft soil. Engineering the strength and consolidation of reclaimed soft soil. This project aims to strengthen reclaimed soft soils by controlled desiccation. Soft soil is a significant engineering challenge for many industry sectors in Australia and worldwide. The disposal of dredged soft soil is costly and time-consuming, and failure of soft mine tailings is an environmental catastrophe that can cause loss of life and interrupt mining production. This project will research the underlying processes of material behaviour, by developing new electromagnetic measurement and modelling methods to predict material strengths at the micro and macro scales during desiccation. The new approach is expected to lead to innovative solutions to bearing capacity and settlement problems associated with soft soils.Read moreRead less