Functional two-dimensional materials for photocatalysis. This project aims to explore and tailor two-dimensional materials and heterostructures by new synthetic strategies, and to develop a comprehensive understanding of the effects of crystalline and electronic structures on photocatalysis at the atomic level. The project expects to provide deep insight into catalytic mechanisms by bridging the current gap between realistic systems and theoretical calculations. By simply using solar energy, the ....Functional two-dimensional materials for photocatalysis. This project aims to explore and tailor two-dimensional materials and heterostructures by new synthetic strategies, and to develop a comprehensive understanding of the effects of crystalline and electronic structures on photocatalysis at the atomic level. The project expects to provide deep insight into catalytic mechanisms by bridging the current gap between realistic systems and theoretical calculations. By simply using solar energy, the project aims to provide an efficient and durable method for clean energy generation/conversion, and carbon sequestration. This project will build national research capacity in an emerging field and put Australia at the forefront of research on photocatalysis to address energy and environmental issues. Read moreRead less
Mechanisms and innovative technologies for machining nanoscale multilayered thin film solar panels. This project addresses an important manufacturing bottleneck in the solar energy industry by addressing significant limitations in machining multilayered solar panels. A successful outcome will provide an important breakthrough in machining technology applicable not only to solar panels but other material science applications.
Novel CO2-stable oxygen transporting membranes for oxyfuel-based CO2 capture and utilization. Industrial carbon dioxide (CO2) emission is considered the main contribution to global warming. This project aims to develop a new class of oxygen transporting membrane (OTM) for CO2 capture and utilisation. To achieve this objective, the formation process and the unique characteristic of the membrane, as well as the oxygen transportation mechanism through the membrane will be investigated, experimental ....Novel CO2-stable oxygen transporting membranes for oxyfuel-based CO2 capture and utilization. Industrial carbon dioxide (CO2) emission is considered the main contribution to global warming. This project aims to develop a new class of oxygen transporting membrane (OTM) for CO2 capture and utilisation. To achieve this objective, the formation process and the unique characteristic of the membrane, as well as the oxygen transportation mechanism through the membrane will be investigated, experimentally and theoretically. This will advance the membrane technology in economically viable and efficient, clean energy applications.Read moreRead less
Laser nanoprinting of active graphene micro-tag for terahertz digital ID. This project aims at harnessing the unique THz response of laser nanoprinted graphene metamaterials and developing disruptive micro-tag technology. Through actively tuning the structured metamaterials, THz micro-tags with ultrahigh data security and energy efficiency, low cost, flexibility and attachable to any object can be enabled. Such high performance graphene THz ID tags will be first of their kind and are expected t ....Laser nanoprinting of active graphene micro-tag for terahertz digital ID. This project aims at harnessing the unique THz response of laser nanoprinted graphene metamaterials and developing disruptive micro-tag technology. Through actively tuning the structured metamaterials, THz micro-tags with ultrahigh data security and energy efficiency, low cost, flexibility and attachable to any object can be enabled. Such high performance graphene THz ID tags will be first of their kind and are expected to underpin every sector of our life including manufacturing, logistics, biomedicine, personal care, supply chain, retail and security. The outcomes will secure Australia’s international leading position in next generation tag and digitalisation technology and create significant social and economic benefits to Australians.Read moreRead less
Resolving the impact of pressure on hot and low-oxygen combustion. Despite the important role of renewable energy sources, combustion will remain essential for transportation into the foreseeable future. This project aims to investigate flames burning in a hot and low-oxygen environment. The objective is to better understand how these conditions could be applied to gas turbines. This project expects to generate new knowledge to enable a reduction in emissions, improvement in efficiency and incre ....Resolving the impact of pressure on hot and low-oxygen combustion. Despite the important role of renewable energy sources, combustion will remain essential for transportation into the foreseeable future. This project aims to investigate flames burning in a hot and low-oxygen environment. The objective is to better understand how these conditions could be applied to gas turbines. This project expects to generate new knowledge to enable a reduction in emissions, improvement in efficiency and increase in power output. Expected outcomes of this project include improved understanding of the governing physics to enable development of design tools for next-generation engines. This should provide significant benefits, such as reduced reliance on fossil fuels and a critical reduction in greenhouse gas emissions.Read moreRead less
Subduction of elements with variable oxidation state: effects on the source of arc magmatism. This project will use studies of elements with variable oxidation state: iron; carbon and sulphur, to resolve key geological questions, enable better targeting of ore deposits and develop ways to aid the practicality of mineral sequestration of carbon dioxide.
Diatomic Electrocatalysts for Efficient Carbon Dioxide Conversion. This project will create novel electrocatalysts to produce valuable C2 compounds (ethylene, ethanol and ethylene glycol) from carbon dioxide reduction reaction. The precise catalyst structure control remains challenging but is crucial for pushing catalyst performance towards practical applications. By innovating organic macrocycle molecules as precursors, this project will generate a new paradigm of diatomic electrocatalysts with ....Diatomic Electrocatalysts for Efficient Carbon Dioxide Conversion. This project will create novel electrocatalysts to produce valuable C2 compounds (ethylene, ethanol and ethylene glycol) from carbon dioxide reduction reaction. The precise catalyst structure control remains challenging but is crucial for pushing catalyst performance towards practical applications. By innovating organic macrocycle molecules as precursors, this project will generate a new paradigm of diatomic electrocatalysts with structure control precision at atomic-scale. Such catalysts are expected to deliver high catalytic performance to accelerate the transformation to a carbon-neutral future. Synchronously, they will also serve as an ideal platform for in-depth mechanism study and establishing guidelines for rational catalyst design Read moreRead less
Deep Interaction Learning in Unlabelled Big Data and Complex Systems. This project aims to effectively model intricate interactions deeply embedded in unlabelled big data and complex systems, which are often hierarchical, heterogeneous, contextual, dynamic or even contrastive. Learning such interactions is the keystone of robust data science and for realizing the value of big data but it poses significant challenges and knowledge gaps to existing data analytics and learning systems. The expected ....Deep Interaction Learning in Unlabelled Big Data and Complex Systems. This project aims to effectively model intricate interactions deeply embedded in unlabelled big data and complex systems, which are often hierarchical, heterogeneous, contextual, dynamic or even contrastive. Learning such interactions is the keystone of robust data science and for realizing the value of big data but it poses significant challenges and knowledge gaps to existing data analytics and learning systems. The expected outcomes include new-generation theories and methods for the unsupervised learning of complex interactions in real-life big data, which are anticipated to enable the intrinsic processing of big data complexities and substantially enhance Australia’s leadership in frontier data science research and applications. Read moreRead less
Multiview Complete Space Learning for Sparse Camera Network Research. Data analytics in video surveillance and social computing is a problem because data are represented by multiple heterogeneous features. This project will develop a multiview complete space learning framework to exploit heterogeneous properties to represent images obtained from sparse camera networks. It will integrate multiple features to identify people and understand behaviour, to build a database of activities occurring in ....Multiview Complete Space Learning for Sparse Camera Network Research. Data analytics in video surveillance and social computing is a problem because data are represented by multiple heterogeneous features. This project will develop a multiview complete space learning framework to exploit heterogeneous properties to represent images obtained from sparse camera networks. It will integrate multiple features to identify people and understand behaviour, to build a database of activities occurring in a wide area of surveillance. It will expand frontier technologies and safeguard Australia by providing warnings for hazardous (for example, overcrowding, trespassing), criminal, and terrorist situations. Results will be applicable internationally and enhance Australia’s role in machine learning and computer vision communities.Read moreRead less
Blue energy harvesting and storage technology for wearable electronics. This project aims to develop new self-charging power devices that can harvest and store body energy generated during body motions, and power smart and implantable medical electronics. The project will develop new Piezo-supercapacitors by designing new electrode materials and cell designs. The charge storage and transport kinetics will be uncovered using advanced in-situ characterisation techniques and modern simulation metho ....Blue energy harvesting and storage technology for wearable electronics. This project aims to develop new self-charging power devices that can harvest and store body energy generated during body motions, and power smart and implantable medical electronics. The project will develop new Piezo-supercapacitors by designing new electrode materials and cell designs. The charge storage and transport kinetics will be uncovered using advanced in-situ characterisation techniques and modern simulation methods. The project expects to generate new knowledge in blue energy harvesting and storage systems, training for young scientists, and generate intellectual property with potential commercialised products to be used in implantable devices, placing Australia at the forefront of new technology.Read moreRead less