Laser-free on-chip super-resolution microscopy. The project aims to develop a compact, cost-effective on-chip super-resolution microscope through an innovative combination of imaging algorithms, optics and integrated photonics. This project addresses limitations in imaging algorithms that increase laser system complexity and constrain imaging speed and applications, as well as nanostructure fabrication issues. Expected outcomes include the discovery of emitter self-interference microscopy, new k ....Laser-free on-chip super-resolution microscopy. The project aims to develop a compact, cost-effective on-chip super-resolution microscope through an innovative combination of imaging algorithms, optics and integrated photonics. This project addresses limitations in imaging algorithms that increase laser system complexity and constrain imaging speed and applications, as well as nanostructure fabrication issues. Expected outcomes include the discovery of emitter self-interference microscopy, new knowledge in imaging, photonics and biophysics, the world’s fastest super-resolution technology, compact on-chip nanoscopy that can be added to existing technology and proof of concept in three areas. Benefits are anticipated in commercialisation, improved photonics devices and usage in biophysics.Read moreRead less
Locally structured polar-photofunctional materials for energy conversion. This project aims to develop a novel method to engineer local chemical structures for achieving the polarity in narrow bandgap oxides via advanced thin-film growth and ion beam irradiation techniques. The developed new polar-photofunctional materials will significantly improve opto-electro-mechanical coupling and energy conversion, facilitating uses in renewable energy harvesting and smart optomechanical devices. The proje ....Locally structured polar-photofunctional materials for energy conversion. This project aims to develop a novel method to engineer local chemical structures for achieving the polarity in narrow bandgap oxides via advanced thin-film growth and ion beam irradiation techniques. The developed new polar-photofunctional materials will significantly improve opto-electro-mechanical coupling and energy conversion, facilitating uses in renewable energy harvesting and smart optomechanical devices. The project expects to advance material science through a new concept and innovative methodology, achieve properties forbidden/limited by conventional strategies and expand candidate pools for new generation multifunctional materials, significantly advancing Australia’s capacity in advanced manufacturing and industry.Read moreRead less
Bayesian inversion and computation applied to atmospheric flux fields. This project aims to make use of unprecedented sources of measurements, from remote sensing and in situ data, to estimate the sources and sinks of greenhouse gases. An overabundance of greenhouse gases in Earth's atmosphere is arguably the most serious long-term threat to the planet's ecosystems. This project will combine measurement uncertainties, process uncertainties in the physical transport models, and any parameter unce ....Bayesian inversion and computation applied to atmospheric flux fields. This project aims to make use of unprecedented sources of measurements, from remote sensing and in situ data, to estimate the sources and sinks of greenhouse gases. An overabundance of greenhouse gases in Earth's atmosphere is arguably the most serious long-term threat to the planet's ecosystems. This project will combine measurement uncertainties, process uncertainties in the physical transport models, and any parameter uncertainties, to provide reliable uncertainty quantification for the estimates. This will be achieved with new Bayesian spatio-temporal inversions and big-data computational strategies. The resulting statistical inferences on greenhouse-gas flux fields will enable the development of critical mitigation strategies. These new statistical inferences will be a valuable resource to policy-makers worldwide, who are assessing progress towards global commitments. Further, the final product may assist in developing cost-effective mitigation strategies in the presence of uncertainty.Read moreRead less
A multiplex microscope platform to define molecular events in fluid systems. This project aims to develop a novel microscopy platform that will enable the visualisation and quantification of molecular events occurring under fluid shear stress. The project will generate new knowledge in platelet biology that will allow characterisation and prediction of key molecular and morphological changes occurring across a blood thrombus under flowing conditions as found in the blood vessels. These new tools ....A multiplex microscope platform to define molecular events in fluid systems. This project aims to develop a novel microscopy platform that will enable the visualisation and quantification of molecular events occurring under fluid shear stress. The project will generate new knowledge in platelet biology that will allow characterisation and prediction of key molecular and morphological changes occurring across a blood thrombus under flowing conditions as found in the blood vessels. These new tools and the imaging platform will have applications for researchers wishing to visualise small and rapid molecular events in four dimensions (length, width, height and across time) under fluid shear stress, which is applicable across a range of industries. The project expects to deliver the next generation of intravital microscopes that can visualise and quantify events in a challenging flow environment.Read moreRead less
Formal approaches to legal reasoning. This project aims to use formal epistemology to improve understanding of existing legal practices and to propose recommendations for improving the consistency and accuracy of legal proceedings. Since judges and juries rarely know all the relevant facts, they must make the best decision possible in the face of uncertainty. Formal epistemology employs probabilistic reasoning to advance understanding of how to form beliefs and make decisions in response to unce ....Formal approaches to legal reasoning. This project aims to use formal epistemology to improve understanding of existing legal practices and to propose recommendations for improving the consistency and accuracy of legal proceedings. Since judges and juries rarely know all the relevant facts, they must make the best decision possible in the face of uncertainty. Formal epistemology employs probabilistic reasoning to advance understanding of how to form beliefs and make decisions in response to uncertain evidence. The project has potential to influence the relevant policy and will result in improved legal reasoning and risk reduction in legal decision making.Read moreRead less
Molecular mechanisms of mechanosensation and shape regulation in cells. This project aims to explore how cells physically sense and respond to the surrounding environment on a molecular level. Physical distortion of erythrocytes doubles their glucose consumption and increases cation membrane flux five-fold. This mechanism involves opening of the mechanosenstive ion channel Piezo1. This project will include a kinetic description of these phenomena, with a goal to establish a predictive mathematic ....Molecular mechanisms of mechanosensation and shape regulation in cells. This project aims to explore how cells physically sense and respond to the surrounding environment on a molecular level. Physical distortion of erythrocytes doubles their glucose consumption and increases cation membrane flux five-fold. This mechanism involves opening of the mechanosenstive ion channel Piezo1. This project will include a kinetic description of these phenomena, with a goal to establish a predictive mathematical model of the regulation of cell-shape and volume. The project will provide an understanding of mechanisms operating when cells and tissues are succumbing to trauma and invasion, and how to control these processes on a molecular level.Read moreRead less
Integrin Activation by Fluid Flow Disturbance: Mechanobiology Approaches. Understanding how cells can sense and respond to mechanical environment such as dynamic blood flow represents a fundamental question in the emerging field of mechanobiology. This project develops new biomechanical engineering approaches to determine the critical interrelationships among fluid flow disturbance, platelet clotting and the mechano-sensitive signal transduction mechanisms of integrin receptor – the most importa ....Integrin Activation by Fluid Flow Disturbance: Mechanobiology Approaches. Understanding how cells can sense and respond to mechanical environment such as dynamic blood flow represents a fundamental question in the emerging field of mechanobiology. This project develops new biomechanical engineering approaches to determine the critical interrelationships among fluid flow disturbance, platelet clotting and the mechano-sensitive signal transduction mechanisms of integrin receptor – the most important mechano-sensor implicated in cell adhesion, migration, growth and survival. Specifically, it integrates nationally unique cutting-edge techniques including single-molecule force probe, microparticle image velocimetry, microfluidics and molecular dynamics simulation, super resolution and 3D volumetric imaging modalities.Read moreRead less
5D Imaging Flow Cytometry for in vivo Quantification of Biological Fluids. Rapid and accurate quantification of live biological fluid properties at sub-cellular and molecular levels forms the bedrock of biofluidic sciences. Majority of the biofluidic devices rely on quantifying biological fluids after its removal from the body in an in vitro Flow Cytometer (FC). FC faces many caveats i.e. biological degradation and small volume etc. In this project, we shall engineer the first in vivo 5D imaging ....5D Imaging Flow Cytometry for in vivo Quantification of Biological Fluids. Rapid and accurate quantification of live biological fluid properties at sub-cellular and molecular levels forms the bedrock of biofluidic sciences. Majority of the biofluidic devices rely on quantifying biological fluids after its removal from the body in an in vitro Flow Cytometer (FC). FC faces many caveats i.e. biological degradation and small volume etc. In this project, we shall engineer the first in vivo 5D imaging flow cytometer (5D IFC) capable of continuous assessment of potentially entire blood volume in a living mice without removing fluid out of the body. The project represents a major advancement beyond any existing flow cytometer and overcome the engineering limits of state-of-art laser scanning imaging devices.Read moreRead less
Sampling and processing for diffusion magnetic resonance imaging. This project aims to develop optimal, efficient and robust signal processing methods for diffusion magnetic resonance imaging (dMRI) with reduced scan times. A child, possibly distressed, can only be motionless long enough to undergo a basic dMRI scan of the brain, but enhanced forms of dMRI need at least 60 minutes. The project’s processing methods will use spherical geometries, which encode information about white matter fibres ....Sampling and processing for diffusion magnetic resonance imaging. This project aims to develop optimal, efficient and robust signal processing methods for diffusion magnetic resonance imaging (dMRI) with reduced scan times. A child, possibly distressed, can only be motionless long enough to undergo a basic dMRI scan of the brain, but enhanced forms of dMRI need at least 60 minutes. The project’s processing methods will use spherical geometries, which encode information about white matter fibres in the brain, to collect and reconstruct images. The project is expected to reduce dMRI scan times and ultimately make non-invasive and inexpensive early detection of neurological disorders such as dementia feasible.Read moreRead less
Understanding the deep driving forces of Earth’s large-scale topography through time. We propose to model the convection of Earth’s mantle linked to tectonic plate motions to unravel their combined influence on the evolution of topography over 550 million years. The project will lead to an understanding of the driving forces of large-scale topography in continental interiors and along their margins through geological time.