Discovery Early Career Researcher Award - Grant ID: DE120100488
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
When should health professionals override parents' decisions about a child's medical treatment? Doctors and nurses sometimes disagree with parents' decisions about the best treatment for a sick child. This project will establish the ethical responsibilities of both parents and health professionals in relation to medical decision-making for children.
Discovery Early Career Researcher Award - Grant ID: DE240100042
Funder
Australian Research Council
Funding Amount
$339,237.00
Summary
Hybrid optimisation for coordinating autonomous trucks and drones. This project aims to build analytics for controlling a fleet of autonomous trucks and drones working in tandem to deliver retail goods and disaster relief. This project expects to develop new mathematical and artificial intelligence algorithms for routing and scheduling the vehicles and for directing the multi-modal transfer of goods between vehicles in real-time as traffic conditions change. Expected outcomes of this project inc ....Hybrid optimisation for coordinating autonomous trucks and drones. This project aims to build analytics for controlling a fleet of autonomous trucks and drones working in tandem to deliver retail goods and disaster relief. This project expects to develop new mathematical and artificial intelligence algorithms for routing and scheduling the vehicles and for directing the multi-modal transfer of goods between vehicles in real-time as traffic conditions change. Expected outcomes of this project include new theories and technologies that enable a central computer to remotely control the autonomous fleet for maximum efficiency. Benefits in transport and logistics include improved freight productivity through reducing costs and delivery times.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240101215
Funder
Australian Research Council
Funding Amount
$445,461.00
Summary
New Bail Regimes: Reconceptualising Risk to Reduce Remand Imprisonment. More than one in three prisoners in Australia are on remand, double that of two decades ago. This project aims to investigate how risk management in new bail regimes affects accused individuals experiencing social disadvantage. It employs innovative critical criminological methods to generate much-needed knowledge about how criminal justice actors interpret and respond to risk in the bail decision-making process, and 'lived' ....New Bail Regimes: Reconceptualising Risk to Reduce Remand Imprisonment. More than one in three prisoners in Australia are on remand, double that of two decades ago. This project aims to investigate how risk management in new bail regimes affects accused individuals experiencing social disadvantage. It employs innovative critical criminological methods to generate much-needed knowledge about how criminal justice actors interpret and respond to risk in the bail decision-making process, and 'lived' experiences of bail conditions and remand imprisonment. Expected outcomes include a new framework for conceptualising risk in the context of bail. This should bring significant benefits to policymakers and law reformers seeking to reduce imprisonment and its impacts on disadvantaged groups.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE130100205
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Optimisation of transit priority in a transportation network. This project is aimed at developing an optimised approach to combine various types of public transport priority in an urban network which can be used by transport planners to increase the efficiency of traffic movements and reduce traffic congestion. The case study is the network of Brisbane including all arterial and local roads.
Discovery Early Career Researcher Award - Grant ID: DE150100228
Funder
Australian Research Council
Funding Amount
$372,000.00
Summary
Family Well-Being: The Role of Public Policy. For many parents, balancing work and family demands is extremely stressful, affecting work, relationships and parent and infant health. In response, governments around the world have instituted family policies, which have not yet been systematically evaluated for their effectiveness This project aims to address this limitation by systematically evaluating family policies to maximise the health and well-being of Australian families. Applying cutting-e ....Family Well-Being: The Role of Public Policy. For many parents, balancing work and family demands is extremely stressful, affecting work, relationships and parent and infant health. In response, governments around the world have instituted family policies, which have not yet been systematically evaluated for their effectiveness This project aims to address this limitation by systematically evaluating family policies to maximise the health and well-being of Australian families. Applying cutting-edge methods and recently released data, this project also aims to provide specific policy suggestions to guide Australian family policy and to improve the future well-being of Australian families.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100131
Funder
Australian Research Council
Funding Amount
$453,177.00
Summary
Resource Struggles and International Law: Navigating Global Transformations. This project will examine how international law both shapes, and is shaped by, struggles over natural resources in periods of global transformation. It aims generate new knowledge about how international law is used by different actors to assert their authority and power over resources and to secure access to natural resources. Expected outcomes include empirical analyses of three key periods of global transformation in ....Resource Struggles and International Law: Navigating Global Transformations. This project will examine how international law both shapes, and is shaped by, struggles over natural resources in periods of global transformation. It aims generate new knowledge about how international law is used by different actors to assert their authority and power over resources and to secure access to natural resources. Expected outcomes include empirical analyses of three key periods of global transformation in the twentieth century and a socio-legal analysis of how international law is shaping struggles over natural resources during the current transition to a net zero world. This should provide significant benefits by assisting countries to better navigate the current legal, geopolitical and economic transformations. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190101382
Funder
Australian Research Council
Funding Amount
$325,000.00
Summary
Optimising digital mental health care: how technology is used in practice. This project aims to develop the first national consensus statement on the use of technology in mental health care in Australia. The project will examine how Australian health practitioners currently use digital therapy programs, and synthesise this data with international evidence and input from Australian government, health service, and digital health experts. This project expects to improve the implementation of digita ....Optimising digital mental health care: how technology is used in practice. This project aims to develop the first national consensus statement on the use of technology in mental health care in Australia. The project will examine how Australian health practitioners currently use digital therapy programs, and synthesise this data with international evidence and input from Australian government, health service, and digital health experts. This project expects to improve the implementation of digital therapy tools using an innovative, theory-driven approach. Expected outcomes of this project include increased and optimal implementation of digital therapy tools among mental health care providers and enhanced capacity within the Australian health system to meet the high demand for services in the community.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE130100291
Funder
Australian Research Council
Funding Amount
$374,595.00
Summary
Adaptive control of stochastic queueing networks. Queues of items competing for service appear on the road, in health-care, in manufacturing and in communication systems. This project will set up methodology for adaptive control and resource allocation for stochastic queueing network models applicable to a variety of scenarios accounting for parameter uncertainty.
Discovery Early Career Researcher Award - Grant ID: DE160100471
Funder
Australian Research Council
Funding Amount
$373,500.00
Summary
Advancing network statistical models for social and economic behaviour. This project aims to improve our understanding of how social networks affect social and economic behaviour. Social networks underpin our everyday lives and are fundamental to issues such as disease transmission and healthcare system design. It has long been recognised that existing models of social and economic behaviour are missing critical unmeasured elements. In many instances, these are the invisible connections between ....Advancing network statistical models for social and economic behaviour. This project aims to improve our understanding of how social networks affect social and economic behaviour. Social networks underpin our everyday lives and are fundamental to issues such as disease transmission and healthcare system design. It has long been recognised that existing models of social and economic behaviour are missing critical unmeasured elements. In many instances, these are the invisible connections between people and organisations that allow bonds of trust to form and informal information to flow. Network analysis can elucidate these hidden channels. This project aims to develop a statistical co-evolution modelling framework for social networks for both cross-sectional and longitudinal analysis. Further, the project aims to deliver advanced network modelling software.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100063
Funder
Australian Research Council
Funding Amount
$394,398.00
Summary
Nonmonotone Algorithms in Operator Splitting, Optimisation and Data Science. This project aims to develop the mathematical foundations for the analysis and development of optimisation algorithms used in data science. Despite their now ubiquitous use, machine learning software packages routinely rely on a number of algorithms from mathematical optimisation which are not properly understood. By moving beyond the traditional realms of Fejér monotone algorithms, this project expects to develop the m ....Nonmonotone Algorithms in Operator Splitting, Optimisation and Data Science. This project aims to develop the mathematical foundations for the analysis and development of optimisation algorithms used in data science. Despite their now ubiquitous use, machine learning software packages routinely rely on a number of algorithms from mathematical optimisation which are not properly understood. By moving beyond the traditional realms of Fejér monotone algorithms, this project expects to develop the mathematical theory required to rigorously justify the use of such algorithms and thereby ensure the integrity of the decision tools they produce. This mathematical framework is also expected to produce new algorithms for optimisation which benefit consumers of data science such as the health-care and cybersecurity sectors.Read moreRead less