Australian Laureate Fellowships - Grant ID: FL110100102
Funder
Australian Research Council
Funding Amount
$3,050,565.00
Summary
Law for the public's health: the impact of medico-legal institutions on public health. Medico-legal agencies, like complaints commissions and coroners, focus on helping families in distress 'pick up the pieces'. Through a series of partnerships this project will use public health research to help transform their roles.
Australian Laureate Fellowships - Grant ID: FL130100014
Funder
Australian Research Council
Funding Amount
$2,865,815.00
Summary
Neural and behavioural evidence for children’s learning of grammatical morphology. Children with various types of language delay have problems learning grammatical structure, leading to communicative breakdown. This project will use brain imaging and behavioural methods to understand better the nature of these problems, leading to more effective intervention, better child health and wellbeing, and improved educational outcomes.
Australian Laureate Fellowships - Grant ID: FL180100072
Funder
Australian Research Council
Funding Amount
$3,460,832.00
Summary
Causes and consequence of human trait variation. This project aims to exploit the availability of Big Data from the genomics revolution to understand the relationship between the genome, the environment and complex human traits. New statistical methods and user-friendly software tools will be developed and applied to datasets on millions of individuals to generate new knowledge on human life history variation and healthy ageing. This project will position Australia to benefit from rapid advances ....Causes and consequence of human trait variation. This project aims to exploit the availability of Big Data from the genomics revolution to understand the relationship between the genome, the environment and complex human traits. New statistical methods and user-friendly software tools will be developed and applied to datasets on millions of individuals to generate new knowledge on human life history variation and healthy ageing. This project will position Australia to benefit from rapid advances in genomic technologies, to build and sustain critical capacity in statistical genetics, and better understand the causes and consequence of individual differences in human traits from genetic and environmental factors across the entire human lifespan.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL170100117
Funder
Australian Research Council
Funding Amount
$3,208,192.00
Summary
On snapping up semantics of dynamic pixels from moving cameras. The project aims to develop a suite of original models and algorithms for processing and understanding videos captured by moving cameras, and to establish the mathematical foundations for deep learning-based computer vision to provide theoretical underpinnings. The project expects to generate new knowledge that will transform moving-camera computer vision with step-changes in visual quality enhancement, compression and acceleration ....On snapping up semantics of dynamic pixels from moving cameras. The project aims to develop a suite of original models and algorithms for processing and understanding videos captured by moving cameras, and to establish the mathematical foundations for deep learning-based computer vision to provide theoretical underpinnings. The project expects to generate new knowledge that will transform moving-camera computer vision with step-changes in visual quality enhancement, compression and acceleration technologies, and solutions for fundamental computer vision tasks. A new concept of feature complexity for measuring the discriminant and learnable abilities of features from deep models will also be defined. The outcomes of the project will be critical for enabling autonomous machines to perceive and interact with the environment.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL210100044
Funder
Australian Research Council
Funding Amount
$3,465,000.00
Summary
Governance for Planetary Health Equity. The Laureate Fellowship will use the novel lens of Planetary Health Equity to expose the importance of addressing planetary as well as human systems in achieving global health equity, and investigate the role of governance in realizing that aim. Using international and multi-sectoral comparative analysis, it intends to elucidate how institutions and actors can enable the development of coherent policy and business practices that advance planetary health eq ....Governance for Planetary Health Equity. The Laureate Fellowship will use the novel lens of Planetary Health Equity to expose the importance of addressing planetary as well as human systems in achieving global health equity, and investigate the role of governance in realizing that aim. Using international and multi-sectoral comparative analysis, it intends to elucidate how institutions and actors can enable the development of coherent policy and business practices that advance planetary health equity. Expected outcomes include the design of policies and business practices that promote planetary health equity and a governance framework that enables coherent action. The Laureate has the potential to reduce health inequities and climate change, and relieve pressure on health systems.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL190100149
Funder
Australian Research Council
Funding Amount
$3,280,000.00
Summary
Autonomous learning for decision making in complex situations. The project aims to create a novel research direction – autonomous machine learning for data-driven decision-making – that innovatively and effectively learns from big data to support decision-making in complex (massive, uncertain, dynamic) situations. A set of new theories, methodologies and algorithms will give artificial intelligence the ability to learn autonomously from data to enable machine learning capability to effectively h ....Autonomous learning for decision making in complex situations. The project aims to create a novel research direction – autonomous machine learning for data-driven decision-making – that innovatively and effectively learns from big data to support decision-making in complex (massive, uncertain, dynamic) situations. A set of new theories, methodologies and algorithms will give artificial intelligence the ability to learn autonomously from data to enable machine learning capability to effectively handle tremendous uncertainties in data, learning processes and decision outputs, particularly enabling smart learning in massive domains, massive streams, and massive-agent sequentially changing environments. The project’s outcomes are expected to improve data-driven decision-making in multiple industry sectors.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL0992334
Funder
Australian Research Council
Funding Amount
$2,321,000.00
Summary
An Empirical Model of Aboriginal Mental Health. The poor health, academic, and mental health functioning of Aboriginal children is one of Australia's major public health problems. This project will identify the specific factors that lead to these problems and provide an evidence base to shape future empirically-informed interventions to reduce violence and mental health problems in Aboriginal communities. This project directly addresses the National Research Priority of Strengthening Australia ....An Empirical Model of Aboriginal Mental Health. The poor health, academic, and mental health functioning of Aboriginal children is one of Australia's major public health problems. This project will identify the specific factors that lead to these problems and provide an evidence base to shape future empirically-informed interventions to reduce violence and mental health problems in Aboriginal communities. This project directly addresses the National Research Priority of Strengthening Australia's Social and Economic Fabric and a Healthy Start to Life by establishing the empirical platform to shape future policies for enhancing the mental health of Aboriginal youth.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL200100025
Funder
Australian Research Council
Funding Amount
$3,112,050.00
Summary
Mind the Worker: Transformative Future Human-Centred Corporate Climate. The project will assist Australia meet its UN Sustainable Development Goal to promote decent and safe work by producing new knowledge to support radical reform to Australia’s corporate climate. Only 52% of Australian workers report that their workplace is psychologically healthy. Bullying rates are high, work pressure is increasing. The Fellowship will establish the world’s first Psychosocial Safety Climate Observatory, a re ....Mind the Worker: Transformative Future Human-Centred Corporate Climate. The project will assist Australia meet its UN Sustainable Development Goal to promote decent and safe work by producing new knowledge to support radical reform to Australia’s corporate climate. Only 52% of Australian workers report that their workplace is psychologically healthy. Bullying rates are high, work pressure is increasing. The Fellowship will establish the world’s first Psychosocial Safety Climate Observatory, a research platform to gather, analyse, and synthesise, national and international data. By inspiring world-class researchers to build state of the art knowledge and tools for work climate change, Australia will be an authoritative leader in human-centred, more psychologically healthy, innovative and productive workplaces. Read moreRead less
Australian Laureate Fellowships - Grant ID: FL130100041
Funder
Australian Research Council
Funding Amount
$3,094,000.00
Summary
The electro-photonic interchange: a new green platform for communications signal processing. This project will deliver the science for a new generation of green optical networks, by identifying optimum combinations of electronic and photonic signal processing to solve fundamental data bottlenecks. This project will implement these technologies in powerful electro-photonic chips, upon which superior energy-efficient internet switches can be built.
Australian Laureate Fellowships - Grant ID: FL170100006
Funder
Australian Research Council
Funding Amount
$3,016,065.00
Summary
Pattern analysis for accelerating scientific innovation. This project aims to determine how pattern recognition can be harnessed to accelerate and expand the capability of experimental optimisation that underpins scientific innovation. Disrupting current experimental methods, this new framework will use data-driven models to guide humans through experimental complexity. The expected outcomes of the project include advancing the theory and practice of pattern recognition in Bayesian optimisation ....Pattern analysis for accelerating scientific innovation. This project aims to determine how pattern recognition can be harnessed to accelerate and expand the capability of experimental optimisation that underpins scientific innovation. Disrupting current experimental methods, this new framework will use data-driven models to guide humans through experimental complexity. The expected outcomes of the project include advancing the theory and practice of pattern recognition in Bayesian optimisation by solving both fundamental and translatory problems, totally transforming the way complex experimental explorations can be done. The project will establish Australia as a leader in innovation-led productivity in the 4th industrial revolution, which will include ground-breaking investigations into the use of pattern recognition to navigate complexity in the experimental process.Read moreRead less