Prior sensitivity analysis for Bayesian Markov chain Monte Carlo output. This project aims to develop the first set of techniques to implement an automated output sensitivity analysis for Markov Chain Monte Carlo (MCMC) estimation methods. Computationally intense Bayesian MCMC provide a powerful alternative to classical methods for the estimation of economic models. An obstacle to their wider application is that researchers need to specify prior beliefs about model parameters that will affect t ....Prior sensitivity analysis for Bayesian Markov chain Monte Carlo output. This project aims to develop the first set of techniques to implement an automated output sensitivity analysis for Markov Chain Monte Carlo (MCMC) estimation methods. Computationally intense Bayesian MCMC provide a powerful alternative to classical methods for the estimation of economic models. An obstacle to their wider application is that researchers need to specify prior beliefs about model parameters that will affect the results. The expected outcomes will enable researchers to undertake a routine assessment of the sensitivity of the results to prior inputs.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC220100030
Funder
Australian Research Council
Funding Amount
$4,978,958.00
Summary
ARC Training Centre for Next-Gen Architectural Manufacturing. The Centre will generate specialised workforce capacity within Australia’s architectural sector. Leveraging advanced architectural computing discoveries will connect architectural design with the opportunities afforded by advanced manufacturing systems. The Centre will triangulate world-leading researchers, visionary partners, and talented graduates, integrating research into practice through digital business strategies, augmented int ....ARC Training Centre for Next-Gen Architectural Manufacturing. The Centre will generate specialised workforce capacity within Australia’s architectural sector. Leveraging advanced architectural computing discoveries will connect architectural design with the opportunities afforded by advanced manufacturing systems. The Centre will triangulate world-leading researchers, visionary partners, and talented graduates, integrating research into practice through digital business strategies, augmented intelligence, and computing domains of expertise. The Centre’s program of industry-embedded PhD’s, national/international placements, short courses, and post-doctoral projects will co-develop the change agents needed to transform the architectural profession to meet our nation’s immediate strategic needs.Read moreRead less
Food system resilience in Indonesia: A moral economy approach. This project aims to understand and enhance food security in Indonesia and beyond. It examines culture-specific moral concepts, embedded in food systems and daily practices, that affect food security. For 60 years, the dominant approach to food security has been to boost supply by industrialising agriculture and liberalising trade, but this market-based approach has failed. One billion people are food insecure. The project will condu ....Food system resilience in Indonesia: A moral economy approach. This project aims to understand and enhance food security in Indonesia and beyond. It examines culture-specific moral concepts, embedded in food systems and daily practices, that affect food security. For 60 years, the dominant approach to food security has been to boost supply by industrialising agriculture and liberalising trade, but this market-based approach has failed. One billion people are food insecure. The project will conduct case studies of three food systems to examine how moral economies ameliorate market failures locally and how different rural development programs disrupt or enhance their capacity to do so. The data produced could inform food security-friendly development of trade policies and provide the evidence base for UN efforts toward a global food solidarity pact.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL200100049
Funder
Australian Research Council
Funding Amount
$2,906,992.00
Summary
Nanofluidic Membranes for Sustainable Energy Future. This project aims to create a novel class of advanced membranes by making fundamental breakthroughs in nanofluidics, and harnessing this for developing new renewable energy and low-energy separation technologies. This project addresses the key challenges in understanding selective mass transport at the angstrom scale, thereby allowing the development of innovative materials design strategies to realise the ultrafast molecular and ionic permeat ....Nanofluidic Membranes for Sustainable Energy Future. This project aims to create a novel class of advanced membranes by making fundamental breakthroughs in nanofluidics, and harnessing this for developing new renewable energy and low-energy separation technologies. This project addresses the key challenges in understanding selective mass transport at the angstrom scale, thereby allowing the development of innovative materials design strategies to realise the ultrafast molecular and ionic permeation, and the ultrahigh selectivities observed in biological cell membranes. This new cross-disciplinary research will benefit Australia by the development of new materials for accelerating renewable hydrogen and biofuel futures, and enabling sustainable production of energy materials.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100449
Funder
Australian Research Council
Funding Amount
$453,000.00
Summary
High-performance ammonia electrosynthesis devices. The project aims to develop a robust process for electrosynthesis of ammonia using devices manufactured by Melbourne company Jupiter Ionics P/L and innovative electrolyte components. Towards this aim, tailored ion-shuttling compounds need to be designed and investigated to enable continuous generation of ammonia in scaled-up flow devices. This is expected to generate new knowledge in practical electrochemistry, catalysis and sustainable synthesi ....High-performance ammonia electrosynthesis devices. The project aims to develop a robust process for electrosynthesis of ammonia using devices manufactured by Melbourne company Jupiter Ionics P/L and innovative electrolyte components. Towards this aim, tailored ion-shuttling compounds need to be designed and investigated to enable continuous generation of ammonia in scaled-up flow devices. This is expected to generate new knowledge in practical electrochemistry, catalysis and sustainable synthesis. Key project outcome is a technology for production of ammonia from renewables that is pollution-free and highly scalable in contrast to the current process. Resulting benefit to Australian agriculture businesses is a method for distributed fertiliser generation without the use of fossil fuels.Read moreRead less
ARC Centre of Excellence in Exciton Science. This Centre aims to manipulate the way light energy is absorbed, transported and transformed in advanced molecular materials. The research programme spans high-throughput computational screening, single molecule photochemistry and ultrafast spectroscopy and embraces innovative outreach and commercial translation activities. The Centre plans to capture the knowledge generated as new intellectual property, materials processing know-how, and through the ....ARC Centre of Excellence in Exciton Science. This Centre aims to manipulate the way light energy is absorbed, transported and transformed in advanced molecular materials. The research programme spans high-throughput computational screening, single molecule photochemistry and ultrafast spectroscopy and embraces innovative outreach and commercial translation activities. The Centre plans to capture the knowledge generated as new intellectual property, materials processing know-how, and through the creation of new employment opportunities. The expected outcomes and benefits include new Australian technologies in solar energy conversion, energy-efficient lighting and displays, security labelling and optical sensor platforms for defence.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC200100023
Funder
Australian Research Council
Funding Amount
$4,920,490.00
Summary
ARC Training Centre for The Global Hydrogen Economy. The centre aims to transform Australia into a hydrogen powerhouse by building enabling capacity in hydrogen innovation in a short timeframe. Australia is well-positioned to capitalise on the emerging global growth of hydrogen, however to be competitive and produce at scale, we need cost-effective hydrogen technologies and capabilities for transitioning hydrogen into industries. This innovative, five-year program will generate new technologies ....ARC Training Centre for The Global Hydrogen Economy. The centre aims to transform Australia into a hydrogen powerhouse by building enabling capacity in hydrogen innovation in a short timeframe. Australia is well-positioned to capitalise on the emerging global growth of hydrogen, however to be competitive and produce at scale, we need cost-effective hydrogen technologies and capabilities for transitioning hydrogen into industries. This innovative, five-year program will generate new technologies and equip a future workforce of industry-focused engineers with advanced skills for development and scaling-up of hydrogen generation and transport. Benefits include: export of hydrogen fuel and advanced technologies; job creation; and a lower emissions domestic energy industry.Read moreRead less
The evolution and economics of sacred value. This project aims to use a multi-disciplinary approach to investigate sacred value, a type of extreme moral commitment held by an individual or group. Conflict and violence often revolve around perceived threats to sacred value, and there is a struggle to predict the interaction between material incentives and sacred commitments using orthodox methods of economic analysis. Using techniques from evolutionary anthropology and economics, this project exp ....The evolution and economics of sacred value. This project aims to use a multi-disciplinary approach to investigate sacred value, a type of extreme moral commitment held by an individual or group. Conflict and violence often revolve around perceived threats to sacred value, and there is a struggle to predict the interaction between material incentives and sacred commitments using orthodox methods of economic analysis. Using techniques from evolutionary anthropology and economics, this project expects to identify the mechanisms that underlie sacred value, and generate novel ways of representing sacred values. By providing a more nuanced set of tools for representing sacred values in areas of conflict, this research will strengthen democratic culture and advance understanding of international conflict.Read moreRead less
Molecular design of complex lubricants to reduce friction. We will investigate the molecular level design of friction modifiers for a new generation of industrial lubricants. The goal is to dramatically reduce friction between moving mechanical parts, hence increasing energy efficiency in machines and reducing global greenhouse gas emissions. We will design and test these new friction modifiers by a combination of theoretical and computational methods based in statistical mechanics and nonequili ....Molecular design of complex lubricants to reduce friction. We will investigate the molecular level design of friction modifiers for a new generation of industrial lubricants. The goal is to dramatically reduce friction between moving mechanical parts, hence increasing energy efficiency in machines and reducing global greenhouse gas emissions. We will design and test these new friction modifiers by a combination of theoretical and computational methods based in statistical mechanics and nonequilibrium molecular dynamics and directly compare results with experimental measurements. Our investigations will pave the way to develop new cost-effective friction modifiers without the need for traditional and costly trial and error laboratory based experimentation.Read moreRead less