Intelligent pattern recognition of water end uses enabling recommendations. This project aims to develop a hybrid machine learning method for autonomously disaggregating high- and low-resolution water flow data received from smart meters into discrete end-use events, and a customised recommender system for efficient resource demand management. Project novelty and significance relates to this coupling and autonomous disaggregation of datasets from advanced sensors, enabling more efficient utility ....Intelligent pattern recognition of water end uses enabling recommendations. This project aims to develop a hybrid machine learning method for autonomously disaggregating high- and low-resolution water flow data received from smart meters into discrete end-use events, and a customised recommender system for efficient resource demand management. Project novelty and significance relates to this coupling and autonomous disaggregation of datasets from advanced sensors, enabling more efficient utility services delivery and lower customer utility bills. Project benefits include enabling utilities to better manage and plan resources in the information age, while empowering customers with real-time water end-use data and behaviour changing consumption recommendations.Read moreRead less
Watching planets grow in real time. This project will conduct the first in-depth examination of the atmospheres of newly born small planets around other stars, yielding a better understanding of how planets evolve early in their lives. The atmosphere of our Earth is its most distinguishing feature. Key outcomes of this project include unveiling the mechanisms that drive the erosion of early planetary atmospheres, leading to a better understanding of the processes that sculpt all planets, includi ....Watching planets grow in real time. This project will conduct the first in-depth examination of the atmospheres of newly born small planets around other stars, yielding a better understanding of how planets evolve early in their lives. The atmosphere of our Earth is its most distinguishing feature. Key outcomes of this project include unveiling the mechanisms that drive the erosion of early planetary atmospheres, leading to a better understanding of the processes that sculpt all planets, including those in our own Solar System. The project leverages Australian and international expertise across exoplanetary, stellar, and Solar System astrophysics, with key outcomes in developing techniques for Australian utilisation of world-class multi-wavelength space facilities. Read moreRead less
Catch me if you can: The race to rescue the smallest planets. This project will upgrade a unique Australian observatory to study the smallest planets around other stars, using an innovative new technique to provide high precision measurements capturing the tiny shadow of planets as they cross in front of their stars. The project aims to generate new knowledge on potentially Earth-like planets and contribute to the legacy of current and next-generation space telescopes. Expected outcomes include ....Catch me if you can: The race to rescue the smallest planets. This project will upgrade a unique Australian observatory to study the smallest planets around other stars, using an innovative new technique to provide high precision measurements capturing the tiny shadow of planets as they cross in front of their stars. The project aims to generate new knowledge on potentially Earth-like planets and contribute to the legacy of current and next-generation space telescopes. Expected outcomes include preserving a list of best planets for in-depth characterisations, and the first Australian facility to match the capability of space observatories: detecting planets as small as Earth. This project will benefit the international community by optimising the effort of future space telescopes.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101893
Funder
Australian Research Council
Funding Amount
$425,489.00
Summary
The Origins and Evolution of the Most Abundant Planets in our Galaxy. The majority of planetary systems around other stars are not like our Solar System. We now know that the most common types of exoplanets are super-Earths and Neptunes, planets with sizes ranging from Earth to Neptune, residing close to their parent stars. This project aims to characterise these planets at various stages of their evolution. This project will utilise Australian facilities to characterise new planets from the TES ....The Origins and Evolution of the Most Abundant Planets in our Galaxy. The majority of planetary systems around other stars are not like our Solar System. We now know that the most common types of exoplanets are super-Earths and Neptunes, planets with sizes ranging from Earth to Neptune, residing close to their parent stars. This project aims to characterise these planets at various stages of their evolution. This project will utilise Australian facilities to characterise new planets from the TESS space telescope, and is expected to probe the dynamical and physical properties of super-Earths and Neptunes as a function of age. Important benefits from this project include directly answering the origins of this dominant class of planets, and developing the techniques for the next decade of exoplanetary research.Read moreRead less
Thermal engineering in semiconductor heterojunction for space transducers . Microelectromechanical system (MEMS) transducers, including sensors and actuators, are essential for space applications. However, MEMS transducers have not yet provided compelling performance for the space industry as they typically experience degradation of performance when subjected to elevated temperature and radiation. This research aims to develop an innovative transducer technology that uses a temperature gradient ....Thermal engineering in semiconductor heterojunction for space transducers . Microelectromechanical system (MEMS) transducers, including sensors and actuators, are essential for space applications. However, MEMS transducers have not yet provided compelling performance for the space industry as they typically experience degradation of performance when subjected to elevated temperature and radiation. This research aims to develop an innovative transducer technology that uses a temperature gradient to enhance performance and a radiation-hard material to ensure reliability and longevity. Expected outcomes include improved understanding of transducer performance under temperature gradient, appropriate material selection, and design recommendations for high-performance transducers with applications in space and defence.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101639
Funder
Australian Research Council
Funding Amount
$444,075.00
Summary
Getting to Know the Neighbours: Naked-Eye Stars and Their Planets. We now know that nearly all stars host planets, and exoplanet science is now turning to bright individual systems. This Project aims to study the nearest, brightest stars by extending the capabilities of NASA's TESS telescope and Mount Kent Observatory. This is significant as the best chance we have to detect planets around stars bright enough to measure the planetary and stellar properties precisely. The expected outcomes of th ....Getting to Know the Neighbours: Naked-Eye Stars and Their Planets. We now know that nearly all stars host planets, and exoplanet science is now turning to bright individual systems. This Project aims to study the nearest, brightest stars by extending the capabilities of NASA's TESS telescope and Mount Kent Observatory. This is significant as the best chance we have to detect planets around stars bright enough to measure the planetary and stellar properties precisely. The expected outcomes of this project will be the discovery of planets transiting nearby naked-eye stars, and crucial measurements of the masses of these stars and planets. The benefits of this will be a key sample of new, well-understood benchmark systems, and new open-source algorithms for data analysis in astronomy and more broadly.Read moreRead less
The Births and Deaths of Stars. This project aims to investigate how the formation of planets and their stars are intertwined, by determining the ages, masses and compositions of the stars to unprecedented precision. It will probe the nature of compact remnants left behind when stars undergo supernova explosions by using an innovative approach to studying the motions of stars through space. Expected outcomes include the discovery of the closest supernova remnants to Earth, and detailed character ....The Births and Deaths of Stars. This project aims to investigate how the formation of planets and their stars are intertwined, by determining the ages, masses and compositions of the stars to unprecedented precision. It will probe the nature of compact remnants left behind when stars undergo supernova explosions by using an innovative approach to studying the motions of stars through space. Expected outcomes include the discovery of the closest supernova remnants to Earth, and detailed characterisations of the orbits of several hundred binary stars to reveal how stars form. This should provide significant benefits to major Australian astronomical surveys that are trying to understand Earth’s place within our Galaxy.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210100852
Funder
Australian Research Council
Funding Amount
$440,675.00
Summary
High-Performance Monolithic Sensor Technology for Corrosive Environments. Based on my recent discovery on giant thermo-/piezo-resistance, this project aims to enhance fundamental understanding and enable the development of high performance silicon carbide based sensors. The project employs these knowledge advancements to develop new sensors with a sensitivity of thousand-fold larger than that of conventional sensors. The project develops multiple sensors and light harvesting cells to be integr ....High-Performance Monolithic Sensor Technology for Corrosive Environments. Based on my recent discovery on giant thermo-/piezo-resistance, this project aims to enhance fundamental understanding and enable the development of high performance silicon carbide based sensors. The project employs these knowledge advancements to develop new sensors with a sensitivity of thousand-fold larger than that of conventional sensors. The project develops multiple sensors and light harvesting cells to be integrated into a monolithic platform that can function in corrosive environments. The sensor technology can be utilised for monitoring structural health, reducing failure and extending lifetime of structures, providing cutting-edge knowledge to petrochemical and mining industries which are of particular importance to Australia.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE200100032
Funder
Australian Research Council
Funding Amount
$600,000.00
Summary
Advanced Multifunctional Electro-Opto-Magneto-Mechanical Analysis Platform. This project aims to build an advanced multi-functional Electro-Opto-Magneto-Mechanical analysis platform for characterizing nanomaterials and micro-/nano-scale devices. This platform expects to provide rich and unique characterization capabilities (electrical, optical, magnetic and mechanical) for hybrid devices with low temperature and high vacuum environment. The expected outcomes include multidisciplinary research co ....Advanced Multifunctional Electro-Opto-Magneto-Mechanical Analysis Platform. This project aims to build an advanced multi-functional Electro-Opto-Magneto-Mechanical analysis platform for characterizing nanomaterials and micro-/nano-scale devices. This platform expects to provide rich and unique characterization capabilities (electrical, optical, magnetic and mechanical) for hybrid devices with low temperature and high vacuum environment. The expected outcomes include multidisciplinary research collaborations and a wide range of next-generation technologies including non-invasive medical instruments, wearable devices, communication, quantum information systems and energy storage solutions. This should enable local design and construction of hybrid devices and advance the growth of local high-technology industries.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100238
Funder
Australian Research Council
Funding Amount
$426,087.00
Summary
Integrated silicon carbide nanosensors for monitoring extreme environment. This project aims to develop a highly sensitive and reliable sensing platform for structural health monitoring in harsh environments, encompassing high temperature, corrosion, and shock. These conditions have been posing several technical challenges to sensing and electronic devices. The project elucidates the piezoresistive and thermoresistive effects in silicon carbide nanowires, which are the building blocks of robust ....Integrated silicon carbide nanosensors for monitoring extreme environment. This project aims to develop a highly sensitive and reliable sensing platform for structural health monitoring in harsh environments, encompassing high temperature, corrosion, and shock. These conditions have been posing several technical challenges to sensing and electronic devices. The project elucidates the piezoresistive and thermoresistive effects in silicon carbide nanowires, which are the building blocks of robust mechanical and thermal sensors used in extreme conditions. The findings from this project expect to provide Australia with the cutting-edge expertise necessary for developing next-generation monitoring systems in the extreme environments of the oil/gas transportation, mining, automobile, and space exploration industries.Read moreRead less