Estimation of the continuous piecewise linear model and macroeconomic applications. Relationships between economic variables are often characterised by non-linearities. This project develops a method to analyse a type of non-linearity that is frequently encountered in economics and uses this method to study four specific applications concerning the dynamics of inflation, growth, and the exchange rate.
Industrial Transformation Training Centres - Grant ID: IC220100035
Funder
Australian Research Council
Funding Amount
$4,958,927.00
Summary
ARC Training Centre for Hyphenated Analytical Separation Technologies . The toughest analytical science challenges typically require advanced analytical technologies to acquire the desired solutions. In the field of separation science this inevitably involves hyphenated separation technologies, specifically the combination of chromatography and mass spectrometry. Advancing this technology to its full capability requires the collaborative strength of academic, industry and end-user partnerships, ....ARC Training Centre for Hyphenated Analytical Separation Technologies . The toughest analytical science challenges typically require advanced analytical technologies to acquire the desired solutions. In the field of separation science this inevitably involves hyphenated separation technologies, specifically the combination of chromatography and mass spectrometry. Advancing this technology to its full capability requires the collaborative strength of academic, industry and end-user partnerships, providing the materials and inspiration for young researchers to apply novel hyphenated methods to complex environmental and industrial systems. This Centre will deliver fundamental developments in hyphenated technologies, new analytical capability, and applied outcomes across multiple end-user groups and interests. Read moreRead less
Imaging the world of miniature venomous arthropods. Venomous arthropods produce a myriad of biologically active peptides, with many having potential as pharmacological tools, bioinsecticides and pharmaceuticals. Most studies to date have focussed on large arthropods; smaller species remain neglected due to the difficulties of venom collection. This project seeks to further advance the pioneering imaging mass spectrometry approaches the project team developed for imaging toxins in the venom gland ....Imaging the world of miniature venomous arthropods. Venomous arthropods produce a myriad of biologically active peptides, with many having potential as pharmacological tools, bioinsecticides and pharmaceuticals. Most studies to date have focussed on large arthropods; smaller species remain neglected due to the difficulties of venom collection. This project seeks to further advance the pioneering imaging mass spectrometry approaches the project team developed for imaging toxins in the venom glands of spiders and centipedes. By combining high-resolution matrix-assisted laser desorption ionisation imaging data with histological and transcriptomic information the project aims to provide the first detailed insights into the neglected world of miniature arthropod venoms. The approaches developed by this project aim to have wide application in the field of biology.Read moreRead less
Categorical symmetries in representation theory. This project aims to develop categorical symmetries of central objects in mathematics such as braid groups, the Hilbert scheme of points, and the Virasoro algebra. The concept of symmetry is an important organising principle in science. Representation theory is the field of mathematics concerned with studying symmetries. The problems proposed have connections to many different areas including algebra, geometry, topology, and mathematical physics. ....Categorical symmetries in representation theory. This project aims to develop categorical symmetries of central objects in mathematics such as braid groups, the Hilbert scheme of points, and the Virasoro algebra. The concept of symmetry is an important organising principle in science. Representation theory is the field of mathematics concerned with studying symmetries. The problems proposed have connections to many different areas including algebra, geometry, topology, and mathematical physics. This project expects to advance pure mathematics and provide potential benefit in many related fields.Read moreRead less
Reaching new frontiers of quantum fields and gravity through deformations. This project aims to reach new frontiers in quantum field and gravity theories. These underpin systems ranging from semi-conductors to particle collisions and the quantum behavior of black holes. An obstacle is that these theories are notoriously hard to solve. This project proposes to tackle this longstanding problem by using new deformations, symmetries and dualities that have attracted widespread attention. Expected ou ....Reaching new frontiers of quantum fields and gravity through deformations. This project aims to reach new frontiers in quantum field and gravity theories. These underpin systems ranging from semi-conductors to particle collisions and the quantum behavior of black holes. An obstacle is that these theories are notoriously hard to solve. This project proposes to tackle this longstanding problem by using new deformations, symmetries and dualities that have attracted widespread attention. Expected outcomes will include innovative techniques that will greatly enhance and interconnect our knowledge of field theories and quantum gravity, together with new discoveries in quantum-corrected geometries. A new network of domestic and international experts will largely benefit the fields of theoretical and mathematical physics.Read moreRead less
Sino-Australian neurogenetics initiative. This project will undertake large population studies to identify genes that are associated with motor neuron disease, schizophrenia and intracranial haemorrhage. The project will determine genetic markers, aid development of diagnostic tools and identify new therapeutic targets for these common heritable neurological diseases.
Using Heart Rate Variability measurements to identify the effects of stress on decision making. Rationality and the willingness to cooperate is an important aspect of human decision making. Research shows that certain decisions not only cause stress but are also affected by it. Using modern mobile heart rate monitors, we are able to measure causes and consequences of stress in a controlled and natural environment. This research will help to provide better workplace environments by helping to des ....Using Heart Rate Variability measurements to identify the effects of stress on decision making. Rationality and the willingness to cooperate is an important aspect of human decision making. Research shows that certain decisions not only cause stress but are also affected by it. Using modern mobile heart rate monitors, we are able to measure causes and consequences of stress in a controlled and natural environment. This research will help to provide better workplace environments by helping to design better organisations, decreasing the probability of workplace accidents, and advising employees how to better use their talents. This research also helps put Australia on the forefront of modern economic research that aims to open the ultimate "black box" of human decision making.Read moreRead less
ARC Research Network on Intelligent Sensors, Sensor Networks and Information Processing. Sensor networks, a collection of diverse sensors interconnected via an ad-hoc communication network, are identified as one of the key technologies that over the next two decades will change the way we live. This research network brings together an interdisciplinary team of outstanding Australian researchers representing all the key disciplines required to successfully deploy sensor networks and links this te ....ARC Research Network on Intelligent Sensors, Sensor Networks and Information Processing. Sensor networks, a collection of diverse sensors interconnected via an ad-hoc communication network, are identified as one of the key technologies that over the next two decades will change the way we live. This research network brings together an interdisciplinary team of outstanding Australian researchers representing all the key disciplines required to successfully deploy sensor networks and links this team with the foremost international authorities and leading industry players in the area of sensor networks. This research network will guide collaborative research that will ensure Australia to play a world leading role in sensor network development and implementation.
Read moreRead less
The improvement of climate change investigations by developing and applying innovative evolutionary subset time series modelling using semi-parametric sparse-patterned approaches. With an estimated US$6.98 trillion loss indicated in the Stern review, severe climate change will make world climate conditions harsher and more likely include large natural climate disasters. The health of the Australian economy is critically dependent on decisions of environmental managers. However, most problems of ....The improvement of climate change investigations by developing and applying innovative evolutionary subset time series modelling using semi-parametric sparse-patterned approaches. With an estimated US$6.98 trillion loss indicated in the Stern review, severe climate change will make world climate conditions harsher and more likely include large natural climate disasters. The health of the Australian economy is critically dependent on decisions of environmental managers. However, most problems of complexity arising in climate change involve issues on which we do not possess a deep understanding. This project draws upon a set of inter-disciplinary concepts and models centred in neural networks that enable us to advance our understanding of complexity, leading to superior quantitative tools and models to allow for improved environmental decision-making.
Read moreRead less
Development and characterization of a technology platform to study the mechanisms of scaffold/Bone Morphogenic Proteins (BMP) augmented large segmental bone healing. This project will increase understanding of bone engineering and in doing so will lead to superior treatments for bone defects. Such a treatment would be valuable in addressing the ever-increasing problems of diminished productivity and reduced quality of life associated with bone disorders as the population ages. The multidisciplin ....Development and characterization of a technology platform to study the mechanisms of scaffold/Bone Morphogenic Proteins (BMP) augmented large segmental bone healing. This project will increase understanding of bone engineering and in doing so will lead to superior treatments for bone defects. Such a treatment would be valuable in addressing the ever-increasing problems of diminished productivity and reduced quality of life associated with bone disorders as the population ages. The multidisciplinary and international team will be valuable in establishing Australia's prominence in this field and training the next generation of young scientists and engineers. The technologies developed will be of great interest to a large number of research groups and companies worldwide and will assist with fostering international collaboration and placing Australia at the forefront of this emerging field.Read moreRead less