Nonlinear near-field nanophotonics. This project aims to develop nanostructures which employ both high intrinsic nonlinearities and high indices of refraction to create nanophotonic devices. Silicon photonics promises a technological leap forward through efficient photon-photon interactions within lossless dielectric nanoparticles. Light-controlling-light devices open new ways to control light-matter interaction at the nanoscale, which form the basis for many applications from all-optical inform ....Nonlinear near-field nanophotonics. This project aims to develop nanostructures which employ both high intrinsic nonlinearities and high indices of refraction to create nanophotonic devices. Silicon photonics promises a technological leap forward through efficient photon-photon interactions within lossless dielectric nanoparticles. Light-controlling-light devices open new ways to control light-matter interaction at the nanoscale, which form the basis for many applications from all-optical information processing to biomedical sensing. The expected outcomes will provide Australia with advanced technologies of integrated optical circuits with applications in optical communication networks, bioimaging, solar cells and quantum information technologies.Read moreRead less
Lead-free oxide perovskites for highly efficient solar cells. This project aims to develop nanostructured lead-free oxide perovskites for solar energy applications. These materials will strengthen the future of photovoltaic technology by overcoming bandgap voltage limitations and toxicity/stability issues that plague conventional silicon-based and emerging halide perovskite-based solar cells. This project is expected to advance the rational design of solar cells based on oxide perovskites, which ....Lead-free oxide perovskites for highly efficient solar cells. This project aims to develop nanostructured lead-free oxide perovskites for solar energy applications. These materials will strengthen the future of photovoltaic technology by overcoming bandgap voltage limitations and toxicity/stability issues that plague conventional silicon-based and emerging halide perovskite-based solar cells. This project is expected to advance the rational design of solar cells based on oxide perovskites, which are efficient, high output voltage, environmentally friendly photovoltaic technology Success of the proposed programme paves the way to promote photovoltaic technology as a mainstream power generation source and a significant contributor to achieving energy, environmental and economic goals.Read moreRead less
Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algori ....Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algorithms for applied researchers. This project benefits not only advanced manufacturing by finding optimal stopping time for wood panel compression, but also superior forecasting for mortality in demography, climate data in environmental science, asset returns in finance, and electricity consumption in economics. Read moreRead less
Porous transparent conducting oxides for efficient solar fuel production. This project aims to develop highly porous, transparent and electrically conducting networks of oxide nanoparticles for artificial photosynthesis applications. The majority of hydrogen is currently produced via natural gas reforming, a process that generates a significant carbon footprint due to the use of fossil fuels. This project will develop novel materials and fabrication methods to improve the efficiency of hydrogen ....Porous transparent conducting oxides for efficient solar fuel production. This project aims to develop highly porous, transparent and electrically conducting networks of oxide nanoparticles for artificial photosynthesis applications. The majority of hydrogen is currently produced via natural gas reforming, a process that generates a significant carbon footprint due to the use of fossil fuels. This project will develop novel materials and fabrication methods to improve the efficiency of hydrogen production using clean and renewable solar energy. This project will contribute to development of technologies for the chemical storage of renewable energy, and reduction of carbon dioxide emissions. This will have applications in the areas of optoelectronic devices, medical biosensors, and photocatalysis, offering downstream benefits for the society, the economy and the environment.Read moreRead less
Locally structured polar-photofunctional materials for energy conversion. This project aims to develop a novel method to engineer local chemical structures for achieving the polarity in narrow bandgap oxides via advanced thin-film growth and ion beam irradiation techniques. The developed new polar-photofunctional materials will significantly improve opto-electro-mechanical coupling and energy conversion, facilitating uses in renewable energy harvesting and smart optomechanical devices. The proje ....Locally structured polar-photofunctional materials for energy conversion. This project aims to develop a novel method to engineer local chemical structures for achieving the polarity in narrow bandgap oxides via advanced thin-film growth and ion beam irradiation techniques. The developed new polar-photofunctional materials will significantly improve opto-electro-mechanical coupling and energy conversion, facilitating uses in renewable energy harvesting and smart optomechanical devices. The project expects to advance material science through a new concept and innovative methodology, achieve properties forbidden/limited by conventional strategies and expand candidate pools for new generation multifunctional materials, significantly advancing Australia’s capacity in advanced manufacturing and industry.Read moreRead less