Information processing at its limits: from the dimmest habitats to the smallest sizes. Ensuring optimal information processing at the limits of size and ambient light is a challenge for technical systems, but has been elegantly solved by animals. The challenge of navigation is similar for animals of all sizes and in both day and night. This project aims to conduct a comparative analysis to identify the consequence of size and light on the information processing capacities for visual navigation. ....Information processing at its limits: from the dimmest habitats to the smallest sizes. Ensuring optimal information processing at the limits of size and ambient light is a challenge for technical systems, but has been elegantly solved by animals. The challenge of navigation is similar for animals of all sizes and in both day and night. This project aims to conduct a comparative analysis to identify the consequence of size and light on the information processing capacities for visual navigation. Outcomes of this project will reveal the behavioural and physiological adaptations needed and the costs associated with navigating in the dimmest of habitats and at the smallest of sizes. Identifying such optimal biological solutions for robust navigation will be relevant for image processing, computer vision and robotics.Read moreRead less
Comprehending and modelling the workings of the animal brain. Truly understanding how the brain operates is a grand challenge of 21st century neuroscience. Progress toward this goal can be made through studying small-brained animals, like the honey bee. This project aims to use microscopy and pharmacology to analyse the neural mechanisms by which bees learn and classify complex things. This will enable the construction of a computational model of decision making in the bee brain. Analysing this ....Comprehending and modelling the workings of the animal brain. Truly understanding how the brain operates is a grand challenge of 21st century neuroscience. Progress toward this goal can be made through studying small-brained animals, like the honey bee. This project aims to use microscopy and pharmacology to analyse the neural mechanisms by which bees learn and classify complex things. This will enable the construction of a computational model of decision making in the bee brain. Analysing this model will test what is understood about the operation of the animal brain, and what simulates it. This project aims to reveal how neural circuits make complex decisions; establish key principles and foundational studies for comprehending larger more complex brains, and yield new approaches to machine learning.Read moreRead less
Rethinking diversity and inclusion practices in leadership roles. This project aims to study the lack of racial and gender diversity in management and leadership roles. The noticeable imbalances question the functioning of the meritocracy principle and may lead to organisational and social vulnerabilities. This project will apply large-scale field experiments with major organisations to investigate how workplace diversity and inclusion can be improved using as foundation economic theories of sig ....Rethinking diversity and inclusion practices in leadership roles. This project aims to study the lack of racial and gender diversity in management and leadership roles. The noticeable imbalances question the functioning of the meritocracy principle and may lead to organisational and social vulnerabilities. This project will apply large-scale field experiments with major organisations to investigate how workplace diversity and inclusion can be improved using as foundation economic theories of signaling, discrimination, fairness, and identity. The expected outcome is the identification of best diversity and inclusion practice in attraction, hiring, development and retention. This will provide significant benefit through an increase in workplace diversity.
Read moreRead less
Solving and estimating dynamic models of strategic interaction. This project aims to investigate how firms interact with each other through time and how these interactions drive both the operation of, and value created in, economic markets. While recent theoretical models predominantly capture the complexity of these dynamic interactions, the methods for testing these models’ predictions against observed data do not. Instead, they are based on a range of simplifying assumptions that undermine th ....Solving and estimating dynamic models of strategic interaction. This project aims to investigate how firms interact with each other through time and how these interactions drive both the operation of, and value created in, economic markets. While recent theoretical models predominantly capture the complexity of these dynamic interactions, the methods for testing these models’ predictions against observed data do not. Instead, they are based on a range of simplifying assumptions that undermine the reliability of their analysis. This project will develop statistical and computational methods to better understand observed economic behaviour. By allowing the effects of proposed economic interventions and regulations ex ante, this project will support the development of more efficient and better-targeted policies in every area of the economy.Read moreRead less
Changing patterns of migration from Afghanistan with implications for Australia. As a signatory to the UN Refugee Convention, a major location for the resettlement of refugees and a major player in the international system with a stated commitment to humanitarian issues, Australia is well placed to play a lead role in promoting more effective solutions to the plight of refugees. This study is designed to contribute to that objective through research of one of the world's most important refugee g ....Changing patterns of migration from Afghanistan with implications for Australia. As a signatory to the UN Refugee Convention, a major location for the resettlement of refugees and a major player in the international system with a stated commitment to humanitarian issues, Australia is well placed to play a lead role in promoting more effective solutions to the plight of refugees. This study is designed to contribute to that objective through research of one of the world's most important refugee groups, the Afghans. It will also provide a better understanding of the security issues involved in refugee migration.Read moreRead less
Computational methods for solving modern asset pricing models. This project aims to solve a broad range of asset pricing models. Movements in asset prices affect private investors, public sector finances, wealth distribution and business activity levels. Economists have tried to build better models of asset prices, moving away from hyper-rationality and towards realistic features including heterogeneity, habit persistence and bounded rationality. These models’ additional complexity makes them di ....Computational methods for solving modern asset pricing models. This project aims to solve a broad range of asset pricing models. Movements in asset prices affect private investors, public sector finances, wealth distribution and business activity levels. Economists have tried to build better models of asset prices, moving away from hyper-rationality and towards realistic features including heterogeneity, habit persistence and bounded rationality. These models’ additional complexity makes them difficult to solve or to apply to real world problems. The project will use modern hardware and computational tools, insights from economics literature and numerical analysis to provide a set of solution methods for such asset pricing models. This is expected to improve policy analysis and decision making under uncertainty.Read moreRead less
Quantifying the impact of phenotypic plasticity on population persistence. This project aims to understand how environmental sensitivity in growth, survival and reproduction of individuals in a population influence population dynamics using terrestrial ectotherms. It will provide significant new insights into whether phenotypic plasticity promotes population persistence in the face of environmental change. Expected outcomes include approaches for incorporating environmental effects in population ....Quantifying the impact of phenotypic plasticity on population persistence. This project aims to understand how environmental sensitivity in growth, survival and reproduction of individuals in a population influence population dynamics using terrestrial ectotherms. It will provide significant new insights into whether phenotypic plasticity promotes population persistence in the face of environmental change. Expected outcomes include approaches for incorporating environmental effects in population models for threatened species, open databases that can be used to estimate demographic information for species lacking data, and an assessment of what characteristics make some species more sensitive to the environment than others. Benefits include quantitative training and tools for managing Australia's rich biodiversity.Read moreRead less
Indigenising the Semantic Web: Ontologies for Indigenous knowledge and heritage resources on a machine-readable Web. This project will put Australia at the forefront of international efforts to realise a functioning Semantic Web in which all data transactions are handled by machines talking to machines. It addresses the government's call for the creation of infrastructure and e-research tools that enable high-speed distributed access to Indigenous knowledge and culture resources, and its outcome ....Indigenising the Semantic Web: Ontologies for Indigenous knowledge and heritage resources on a machine-readable Web. This project will put Australia at the forefront of international efforts to realise a functioning Semantic Web in which all data transactions are handled by machines talking to machines. It addresses the government's call for the creation of infrastructure and e-research tools that enable high-speed distributed access to Indigenous knowledge and culture resources, and its outcomes will revolutionise the way that these resources are managed, accessed and understood by users everywhere. Indigenous communities will benefit from increased protections for knowledge and heritage resources, and ability to access these in instantaneously customisable ways that promote wellbeing.Read moreRead less
Global Indigenous rights and local effect in Central Australia: tracing relations of power and locating potentialities. This ethnographic study investigates the practice of Indigenous rights in central Australia by exploring the apparently entrenched disjunctures between the declaration of rights and social fact. Working with Aboriginal people, government and non-government organisations will reveal how rights are understood and negotiated, thus locating new pathways for change.
Growing up to be supersonic: bat echolocation origins and mechanics. This project aims to address the unresolved evolutionary origins of bat echolocation. Using a unique combination of development, evolution and novel engineering testing, this project expects to generate new insights into how features of the skull have evolved to allow bats to use their senses to interact with the environment. Expected outcomes include the identification of skull features that are unique to echolocating bats and ....Growing up to be supersonic: bat echolocation origins and mechanics. This project aims to address the unresolved evolutionary origins of bat echolocation. Using a unique combination of development, evolution and novel engineering testing, this project expects to generate new insights into how features of the skull have evolved to allow bats to use their senses to interact with the environment. Expected outcomes include the identification of skull features that are unique to echolocating bats and tests of how these relate to the frequency and detection range of sounds produced. Benefits include improved conservation planning for urban and rural bat populations, and potential commercial advances through engineering applications that mimic the biological process of echolocation. Read moreRead less