Discovery Early Career Researcher Award - Grant ID: DE240100674
Funder
Australian Research Council
Funding Amount
$370,237.00
Summary
New Frontiers in Large-Scale Polynomial Optimisation. Polynomial optimisation is ubiquitous in many areas of engineering and applied mathematics. The mathematical methods and algorithms used for polynomial problems of large size are not sufficiently developed, limiting their applicability for real-world problems. This project aims to develop a mathematical foundation and computational methods for large-scale polynomial optimisation. By using an innovative combination of a novel theory of algebra ....New Frontiers in Large-Scale Polynomial Optimisation. Polynomial optimisation is ubiquitous in many areas of engineering and applied mathematics. The mathematical methods and algorithms used for polynomial problems of large size are not sufficiently developed, limiting their applicability for real-world problems. This project aims to develop a mathematical foundation and computational methods for large-scale polynomial optimisation. By using an innovative combination of a novel theory of algebraic geometry and convex optimisation, this project expects to generate new knowledge and tools for solving these problems. Anticipated outcomes include a new generation of large-scale optimisation technologies, providing significant benefit to Australia's industries and international research standing.
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Discovery Early Career Researcher Award - Grant ID: DE230101068
Funder
Australian Research Council
Funding Amount
$454,554.00
Summary
Direct Electrolysis of Amine Captured CO2 for Producing Syngas. This project aims to develop electrolysis of amine captured carbon dioxide (CO2) technology to integrate CO2 capture and syngas production powered by renewable electricity. The aqueous amine captured CO2 will be directly electrolysed without CO2 desorption, compression, and purification, featuring extremely high efficiency and cost-effectiveness. Expected outcomes include the delivery of suitable amines, a family of chemically and s ....Direct Electrolysis of Amine Captured CO2 for Producing Syngas. This project aims to develop electrolysis of amine captured carbon dioxide (CO2) technology to integrate CO2 capture and syngas production powered by renewable electricity. The aqueous amine captured CO2 will be directly electrolysed without CO2 desorption, compression, and purification, featuring extremely high efficiency and cost-effectiveness. Expected outcomes include the delivery of suitable amines, a family of chemically and structurally controlled electrocatalysts, an in-depth understanding of CO2 electrolysis mechanisms, and the demonstration of robust electrolyser prototypes. This project will provide significant benefits to Australia’s energy and environmental security, and boost its clean energy industry and economic growth.Read moreRead less
Engineered redox polymers for catalytic water purification. This project aims to develop a novel family of chemically and structurally controlled redox polymer as metal-free catalysts for wastewater micropollutant treatment. Innovations lie in the synthesis of high-performance and nanostructured carbon-based materials, multiscale modeling, and in situ characterizations for understanding structure-property relationship in carbon catalysis. Expected outcomes will deliver innovations in functional ....Engineered redox polymers for catalytic water purification. This project aims to develop a novel family of chemically and structurally controlled redox polymer as metal-free catalysts for wastewater micropollutant treatment. Innovations lie in the synthesis of high-performance and nanostructured carbon-based materials, multiscale modeling, and in situ characterizations for understanding structure-property relationship in carbon catalysis. Expected outcomes will deliver innovations in functional materials, mechanism, catalytic engineering, and sustainable separation processes. This project will provide significant benefits in renovating smart nanomaterials in advanced manufacturing and clean environmental technologies, promoting Australia’s economic development and environment protection.Read moreRead less
Next generation closed-loop brain-machine interfaces . Our partners Carbon Cybernetics have developed high-density neural recording and stimulation arrays that employ fine carbon fibres as the electrode material. The aim of the project is to exploit the properties of these materials to develop miniature implantable devices that are able to achieve long-term, closed-loop, high-resolution recording and stimulation within the brain. We aim to demonstrate an advanced algorithm for control of neural ....Next generation closed-loop brain-machine interfaces . Our partners Carbon Cybernetics have developed high-density neural recording and stimulation arrays that employ fine carbon fibres as the electrode material. The aim of the project is to exploit the properties of these materials to develop miniature implantable devices that are able to achieve long-term, closed-loop, high-resolution recording and stimulation within the brain. We aim to demonstrate an advanced algorithm for control of neural function. Devices that interface directly with the brain are increasingly important in neuroscience to understand how the brain processes information and creates memories and self awareness and are critically important to the development of technologies that interface electronics with the human body. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE240100019
Funder
Australian Research Council
Funding Amount
$740,000.00
Summary
National Electron Beam Irradiation Facility. This project aims to address a gap for Australian researchers and start-ups by establishing a high energy electron beam facility. This project expects to generate new knowledge and manufacturing capacity in the areas of quantum sensing and quantum computing by enriching doped diamond and other wide band gap materials via controlled electron irradiation techniques. Expected outcomes include the creation of new quantum engineered materials and devices ....National Electron Beam Irradiation Facility. This project aims to address a gap for Australian researchers and start-ups by establishing a high energy electron beam facility. This project expects to generate new knowledge and manufacturing capacity in the areas of quantum sensing and quantum computing by enriching doped diamond and other wide band gap materials via controlled electron irradiation techniques. Expected outcomes include the creation of new quantum engineered materials and devices via an academic and industry collaborative effort. The proposed facility should provide significant benefits to Australian researchers and quantum start-ups through unrestricted access to a sovereign facility entirely dedicated to their needs, aiding training of the future quantum workforce.Read moreRead less
Robust Data-Driven Control for Safety-Critical Systems. This project aims to develop new approaches to controlling robotic and cyber-physical systems in safety-critical applications. This project expects to generate new knowledge in how to harness the power of machine learning for robot control, while guaranteeing safety and stability at all times. The outcomes of this project will be new algorithms and a deeper understanding of the interplay of data, learning, and models, as well as experimenta ....Robust Data-Driven Control for Safety-Critical Systems. This project aims to develop new approaches to controlling robotic and cyber-physical systems in safety-critical applications. This project expects to generate new knowledge in how to harness the power of machine learning for robot control, while guaranteeing safety and stability at all times. The outcomes of this project will be new algorithms and a deeper understanding of the interplay of data, learning, and models, as well as experimental validation on a surgical robot and a bipedal walking robot. This project will provide significant benefits by dramatically increasing the range of applications in which the power of machine learning can be safely applied to advance the capabilities and uptake of robotics.Read moreRead less
Engineered topological nanostructures – a new frontier in materials design. The aim of engineering and utilising topological defects such as domain walls and and skyrmions in functional materials is currently receiving tremendous attention. Their significance lies in a plethora of fascinating phenomena for fundamental research and future technological applications in nanoelectronics. One frontier area of research is negative capacitance nanoelectronics using such materials, carrying the prospect ....Engineered topological nanostructures – a new frontier in materials design. The aim of engineering and utilising topological defects such as domain walls and and skyrmions in functional materials is currently receiving tremendous attention. Their significance lies in a plethora of fascinating phenomena for fundamental research and future technological applications in nanoelectronics. One frontier area of research is negative capacitance nanoelectronics using such materials, carrying the prospect of revolutionizing ultralow energy electronics, which will be developed here. The project's expected outcomes are new concepts for the synthesis and design of topological nanostructures for such applications. The utilization of these materials will benefit efficient controllable functionality for future nanoelectronics.Read moreRead less
Programmable Ferroelectric Nanoelectronics for In-memory Computing. The project aims to explore and develop the next-generation ferroelectric memory addressing the energy and speed issues of computers. Modern digital computers are notoriously energy consuming and slow, especially, when performing data-intensive tasks, e.g. identifying images and making decisions. This gap will be bridged by advancing novel ferroelectric quantum memory concepts and prototypes. Expected outcomes include new memory ....Programmable Ferroelectric Nanoelectronics for In-memory Computing. The project aims to explore and develop the next-generation ferroelectric memory addressing the energy and speed issues of computers. Modern digital computers are notoriously energy consuming and slow, especially, when performing data-intensive tasks, e.g. identifying images and making decisions. This gap will be bridged by advancing novel ferroelectric quantum memory concepts and prototypes. Expected outcomes include new memory design, material principles and ferroelectric devices capable of not only storing huge amounts of data but also instant fast processing and brain like learning. Project benefits include high performance hardware solutions for Artificial Intelligence and Big data boosting Australian quantum technology and industries.Read moreRead less
Controllable quantum phases in two-dimensional metal-organic nanomaterials. This project aims to design novel two-dimensional metal-organic nanomaterials and to control electronic quantum phases therein. The project expects to generate new fundamental knowledge in advanced materials, solid-state physics and quantum nanoscience. It will rely on supramolecular chemistry to synthesise new atomically precise functional materials. Expected outcomes include the fabrication of new advanced nanomaterial ....Controllable quantum phases in two-dimensional metal-organic nanomaterials. This project aims to design novel two-dimensional metal-organic nanomaterials and to control electronic quantum phases therein. The project expects to generate new fundamental knowledge in advanced materials, solid-state physics and quantum nanoscience. It will rely on supramolecular chemistry to synthesise new atomically precise functional materials. Expected outcomes include the fabrication of new advanced nanomaterials, as well as the observation and control of new quantum phenomena therein. The project should provide significant benefits, such as advancing basic research in quantum nanomaterials, and aiding to lay the foundation for next-generation electronics and information technologies.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