New Insights on Modelling Time Trends with Panel Data: Theory and Practice. This project aims to tackle important challenges in time trend modelling by taking advantage of panel data structures. This project expects to propose flexible models in time trend modelling to retrieve reliable inference. The expected outcomes include innovative econometric models and methods that have a wide range of applications, and are particularly suited for empirical problems within large and complex systems. This ....New Insights on Modelling Time Trends with Panel Data: Theory and Practice. This project aims to tackle important challenges in time trend modelling by taking advantage of panel data structures. This project expects to propose flexible models in time trend modelling to retrieve reliable inference. The expected outcomes include innovative econometric models and methods that have a wide range of applications, and are particularly suited for empirical problems within large and complex systems. This will provide significant benefits to all fields in which data displays any form of trending behaviour. The proposed model is used to evaluate the economic consequences of climate change and global housing market contagion, which provide strong evidence-based insights to the environmental and economic policies in Australia.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100876
Funder
Australian Research Council
Funding Amount
$413,000.00
Summary
Smart Optimisation of Functionally Graded Porous Structures. This project aims to develop a novel smart optimisation method for shaping the porosity geometries of metal foams for design requirements. Although these functionally graded porous structures have superior engineering properties, efficient examination methods to understand the mechanical behaviour of irregular graded porosities are lacking. Expected outcomes of this project include the expansion of fundamental knowledge in porous media ....Smart Optimisation of Functionally Graded Porous Structures. This project aims to develop a novel smart optimisation method for shaping the porosity geometries of metal foams for design requirements. Although these functionally graded porous structures have superior engineering properties, efficient examination methods to understand the mechanical behaviour of irregular graded porosities are lacking. Expected outcomes of this project include the expansion of fundamental knowledge in porous media and new technologies to build stronger and lighter multifunctional structural components. The project will provide significant benefits, including enhanced manufacturing capacities of local industries to fabricate metal foam products, new job opportunities in a growing market, and less carbon emissions.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220101094
Funder
Australian Research Council
Funding Amount
$431,900.00
Summary
Energy absorption and impact mechanics of origami structures and materials. This project aims to understand the dynamic behaviour of origami structures and metamaterials by utilising interdisciplinary approaches. This project expects to generate new knowledge in the areas of origami engineering and structural mechanics. The success of this project will form a foundation for studying energy absorption and impact mechanics of origami family; the fundamental physics and mechanics will be applied to ....Energy absorption and impact mechanics of origami structures and materials. This project aims to understand the dynamic behaviour of origami structures and metamaterials by utilising interdisciplinary approaches. This project expects to generate new knowledge in the areas of origami engineering and structural mechanics. The success of this project will form a foundation for studying energy absorption and impact mechanics of origami family; the fundamental physics and mechanics will be applied to characterise microstructures and design novel metamaterials and offer a way of exploring new materials with superior and tuneable performance. This should provide significant benefits to improvement of their safety, stability and reliability performance in applications such as vehicles, warships and offshore engineering.Read moreRead less
Computational modelling of nanofluids for industrial applications. The use of nanoparticles in heat transfer fluids, then known as nanofluids, increases their specific heat and thermal conductivity. Recent experimental works highlight that anomalous transport phenomena are evident in nanofluids that cannot be adequately described by classical conservation laws. We will extend these conservation laws to incorporate fractional operators to capture the fluid memory effects and the impact of particl ....Computational modelling of nanofluids for industrial applications. The use of nanoparticles in heat transfer fluids, then known as nanofluids, increases their specific heat and thermal conductivity. Recent experimental works highlight that anomalous transport phenomena are evident in nanofluids that cannot be adequately described by classical conservation laws. We will extend these conservation laws to incorporate fractional operators to capture the fluid memory effects and the impact of particle clustering. Computational modelling and experimental investigations will be undertaken to identify the heat transfer mechanisms of various nanofluids. The outcomes of the work will increase knowledge on nanofluids and offer a significant opportunity to improve the efficiency of many thermal engineering systems.Read moreRead less
Enabling three dimensional stochastic geological modelling. This project aims to develop technologies to mitigate three dimensional (3D) geological risk in resources management. This project expects to create new knowledge and methods in the field of 3D geological modelling through the innovative application of mathematical methods, structural geology concepts and probabilistic programming. The expected outcomes are an enhanced capability to model the subsurface, characterise model uncertainty a ....Enabling three dimensional stochastic geological modelling. This project aims to develop technologies to mitigate three dimensional (3D) geological risk in resources management. This project expects to create new knowledge and methods in the field of 3D geological modelling through the innovative application of mathematical methods, structural geology concepts and probabilistic programming. The expected outcomes are an enhanced capability to model the subsurface, characterise model uncertainty and test multiple geological scenarios. This enhanced capability is important for the future of Australia's subsurface management, including urban geology and our continuously growing sustainable resources industry.Read moreRead less
Asgard archaea: the first eukaryotic cells? . This project aims to uncover the role of unique microorganisms (Asgard archaea) in the origin of eukaryotes. These archaea may represent a ‘missing-link’ in eukaryotic evolution and are in abundance in the stromatolites in Shark Bay, Western Australia. Employing an innovative and interdisciplinary approach of cutting-edge molecular biology and high-resolution microscopy, this project expects to generate insights into fundamental aspects of evolution ....Asgard archaea: the first eukaryotic cells? . This project aims to uncover the role of unique microorganisms (Asgard archaea) in the origin of eukaryotes. These archaea may represent a ‘missing-link’ in eukaryotic evolution and are in abundance in the stromatolites in Shark Bay, Western Australia. Employing an innovative and interdisciplinary approach of cutting-edge molecular biology and high-resolution microscopy, this project expects to generate insights into fundamental aspects of evolution and cell biology. Expected outcomes include the discovery of unique branches of life and the proposal of new models for the emergence of eukaryotes. This research should allow for benefits across a spectrum of environmental and social gains, including improved ties with Indigenous communities.Read moreRead less
Three-dimensional Bayesian Modelling of Geological and Geophysical data. The project aims to develop technologies enabling rapid informed decision-making related to the management of natural resources, including critical metals, copper and water. This new technology will support a greener future, securing our energy future, our access to clean water and reduce the mining footprint. Expected outcomes include an enhanced capability in interoperable, integrated three-dimensional geological and geop ....Three-dimensional Bayesian Modelling of Geological and Geophysical data. The project aims to develop technologies enabling rapid informed decision-making related to the management of natural resources, including critical metals, copper and water. This new technology will support a greener future, securing our energy future, our access to clean water and reduce the mining footprint. Expected outcomes include an enhanced capability in interoperable, integrated three-dimensional geological and geophysical modelling in order to predictively characterise sub-surface geology. The outcome will be an open-source forecasting dashboard enabling decision making while considering underlying risk related to resource extractions and management with significant benefits to the Australian society (lower emissions, clean water).Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190101249
Funder
Australian Research Council
Funding Amount
$401,000.00
Summary
Nanotechnology-based multifunctional smart window development. This project aims to develop a multifunctional smart window which combines thermal regulation of the indoor environment with solar energy harvesting by regulating thermal and light transmittance through the window while harvesting solar energy. This project expects to generate a low-energy building fabric for green building construction. The new product is expected to lead to a reduction in heating and cooling energy consumption in b ....Nanotechnology-based multifunctional smart window development. This project aims to develop a multifunctional smart window which combines thermal regulation of the indoor environment with solar energy harvesting by regulating thermal and light transmittance through the window while harvesting solar energy. This project expects to generate a low-energy building fabric for green building construction. The new product is expected to lead to a reduction in heating and cooling energy consumption in building and industrial applications, a reduction in carbon emissions and electricity generation for indoor lighting. This will provide significant benefits by expanding fundamental knowledge of material science and advanced manufacturing, and enhancing Australia's research capacity by promoting high quality research opportunities for early career researchers.Read moreRead less
Performance based assessment of building cladding against hailstorms. Hailstorms cause billions of dollars of damage in Australia and hailstorm events are increasing in frequency with climate change. Robust cladding to resist extreme weather events is imperative for new and existing building stock. This project will develop technology to accurately assess the performance of aluminium cladding, glass facades and skylights under severe hailstorm events. The research outcomes will enable cost-effec ....Performance based assessment of building cladding against hailstorms. Hailstorms cause billions of dollars of damage in Australia and hailstorm events are increasing in frequency with climate change. Robust cladding to resist extreme weather events is imperative for new and existing building stock. This project will develop technology to accurately assess the performance of aluminium cladding, glass facades and skylights under severe hailstorm events. The research outcomes will enable cost-effective design of robust cladding solutions and the evaluation of the performance of existing cladding. This will benefit asset managers, homeowners, the insurance industry and the building and construction industry, and help save billions of dollars of economic loss.Read moreRead less