Improving Choice Models: Multiple Goal Pursuit and Multi-Stage Decision Processes. This project aims to develop new econometric models of choice behaviour that recognise individuals adopt “how to decide” strategies when choosing between alternatives. Existing models simplistically assume that people evaluate all goods and choose the best of them, when in fact they ignore some goods, select what information is relevant, pursue multiple goals, and otherwise deviate from the assumptions commonly ma ....Improving Choice Models: Multiple Goal Pursuit and Multi-Stage Decision Processes. This project aims to develop new econometric models of choice behaviour that recognise individuals adopt “how to decide” strategies when choosing between alternatives. Existing models simplistically assume that people evaluate all goods and choose the best of them, when in fact they ignore some goods, select what information is relevant, pursue multiple goals, and otherwise deviate from the assumptions commonly made in econometric models. Filling in this significant gap in the choice modelling literature constitutes a significant contribution to improving our understanding of human decision making and policy analysis in every area of human endeavour.Read moreRead less
Accounting for preference seperability in stated choice experiments. This project aims to unite three separate streams of applied economic research into a single framework in order to develop a micro-economically consistent framework for demand forecasting and analysis. Forecasting demand to improve product performance or policy impacts requires realistic representations of how humans actually make choices. Combining theories of preference separability with recent developments in both activity a ....Accounting for preference seperability in stated choice experiments. This project aims to unite three separate streams of applied economic research into a single framework in order to develop a micro-economically consistent framework for demand forecasting and analysis. Forecasting demand to improve product performance or policy impacts requires realistic representations of how humans actually make choices. Combining theories of preference separability with recent developments in both activity and time use modelling and stated choice techniques, the project plans to develop new insights into consumer equilibrium as well as new econometric methods to test for the assumption of preference separability. Project outcomes would lead to an improved understanding of consumer behaviour as well as demand forecasting, with benefits to studies involving the need for benefit cost comparisons.Read moreRead less
Choice foundations: Diagnostic tools for individual-level model development. This project aims to improve policy making in areas such as transport, environment and health, by better representation of how people make decisions. An interdisciplinary team of economists and psychologists will build on new mathematical and statistical tools to test for adherence to choice axioms that underlie observed choice behaviour. The project will produce a set of computerized statistical tools to implement the ....Choice foundations: Diagnostic tools for individual-level model development. This project aims to improve policy making in areas such as transport, environment and health, by better representation of how people make decisions. An interdisciplinary team of economists and psychologists will build on new mathematical and statistical tools to test for adherence to choice axioms that underlie observed choice behaviour. The project will produce a set of computerized statistical tools to implement the testing of choice axioms using Bayesian methods with the capacity to improve a wide array of applied economics work at the national and international levels.Read moreRead less
New methods for modelling and forecasting risk. The project will develop and assess risk measures and risk forecasting. It will assess why customary measures failed in the financial crisis and develop new and better techniques. The project is unique in terms of the scope and range of methods to be applied and tested. It will be of value to investors, institutions and regulators alike.
Conducting polymer materials. This project aims to understand the optical, electrical and optoelectronic properties of conductive polymers by studying how ions influence the charge transport through the polymeric structure. The discovery of conductive polymers in the 1970s led to smartphone and laptop touch displays and solar cells. These materials promise even more still – but how they operate at the atomic level is not understood. This project could lead to an ability to harness and control th ....Conducting polymer materials. This project aims to understand the optical, electrical and optoelectronic properties of conductive polymers by studying how ions influence the charge transport through the polymeric structure. The discovery of conductive polymers in the 1970s led to smartphone and laptop touch displays and solar cells. These materials promise even more still – but how they operate at the atomic level is not understood. This project could lead to an ability to harness and control these properties for energy storage and wearable displays. These materials’ biological neutrality could lead to drug delivery and sensing applications in the agriculture and healthcare spaces.Read moreRead less
Engineering floating liquid marbles for three-dimensional cell cultures. This project aims to understand the physics of three-dimensional cell cultures in a liquid marble floating on a liquid free surface. New methodology developed can produce these cell cultures without using matrices or scaffolds and with run-times well beyond existing technologies. This methodology closely mimics a normal in-vivo environment and produces spheroids needed in cell transplantation therapies. This project will re ....Engineering floating liquid marbles for three-dimensional cell cultures. This project aims to understand the physics of three-dimensional cell cultures in a liquid marble floating on a liquid free surface. New methodology developed can produce these cell cultures without using matrices or scaffolds and with run-times well beyond existing technologies. This methodology closely mimics a normal in-vivo environment and produces spheroids needed in cell transplantation therapies. This project will resolve uncertainties in the underlying phenomena. The expected outcome should support future high quality cell cultures suitable for transplantation therapies.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE150100040
Funder
Australian Research Council
Funding Amount
$330,000.00
Summary
Advanced capabilities for surface engineering and nanolithography . Advanced capabilities for surface engineering and nanolithography: This project will establish a facility for atomic layer deposition and nanolithography. Strong fabrication and engineering capabilities are key in keeping interdisciplinary research highly competitive. The applications of these cutting-edge surface nanoengineering technologies are enormous and include: development of new materials with new properties for sensing, ....Advanced capabilities for surface engineering and nanolithography . Advanced capabilities for surface engineering and nanolithography: This project will establish a facility for atomic layer deposition and nanolithography. Strong fabrication and engineering capabilities are key in keeping interdisciplinary research highly competitive. The applications of these cutting-edge surface nanoengineering technologies are enormous and include: development of new materials with new properties for sensing, biosensing, optical, photonic, electronic and medical devices, new metamaterials, solar cell, energy production and environmental protection.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL130100044
Funder
Australian Research Council
Funding Amount
$2,965,000.00
Summary
Controlling light to understand and drive nanoscale processes. This project aims to develop a suite of light-based sensing technologies capable of quantifying the dynamic environment within a living cell. These technologies will extend our capacity to harness light-matter interactions at the nanoscale, providing new insights in fields ranging from plant biology to medicine.
Closing the loop between salience and brain activity. This project aims to understand how animals exposed to an abundance of highly complex information decide what to attend to, that is, how they determine visual saliency. The project will approach this question by systematically tracking visual decision-making in the smallest animal brains, in closed-loop virtual reality environment. This approach will uncover basic working principles applicable to any system that needs to pay attention in a vi ....Closing the loop between salience and brain activity. This project aims to understand how animals exposed to an abundance of highly complex information decide what to attend to, that is, how they determine visual saliency. The project will approach this question by systematically tracking visual decision-making in the smallest animal brains, in closed-loop virtual reality environment. This approach will uncover basic working principles applicable to any system that needs to pay attention in a visually cluttered world, from insects to humans or autonomous vehicles.Read moreRead less
New bar-encoded polymer microbeads for multiplexed bioanalysis-a quick and high-throughput approach for complex disease diagnosis. Distinguishable new bar-encoded (element-encoded) polymer microbeads associated with a mass spectroscopy-flow cytometer detector provide a novel platform for highly multiplexed biological analysis. Such an approach can simultaneously identify many non-self-agents at low concentrations, which facilitates early-stage complex disease diagnosis.