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Propagating Neural Waves: Combined Experimental and Modelling Study. The project is designed to measure propagating neural waves in visual areas of the brain to discover why and how they are created, how they interact with sensory inputs, and whether they can support brain plasticity and learning. Recent analysis of the brain’s electrical signals has showed that nerve cell activity is often organised into propagating waves, but how these waves are created, and what role they play in brain inform ....Propagating Neural Waves: Combined Experimental and Modelling Study. The project is designed to measure propagating neural waves in visual areas of the brain to discover why and how they are created, how they interact with sensory inputs, and whether they can support brain plasticity and learning. Recent analysis of the brain’s electrical signals has showed that nerve cell activity is often organised into propagating waves, but how these waves are created, and what role they play in brain information processing, remains unknown. The project plans to develop new methods for processing large-scale neural data, and to apply these methods to learn about propagating neural waves. These results may improve our understanding of how neural circuits function, eventually leading to clinical and technological advances.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE140100620
Funder
Australian Research Council
Funding Amount
$395,220.00
Summary
Inference, control and protection of interdependent spatial networked structures. Networked structures are everywhere and modern societies largely depend on their proper functioning. Some of these networks are spatial with each node having a geographical tag. Examples include power grids, the internet and transportation networks. These networks are often interdependent where their functioning depends on each other. This project will establish a mathematical framework to efficiently observe and c ....Inference, control and protection of interdependent spatial networked structures. Networked structures are everywhere and modern societies largely depend on their proper functioning. Some of these networks are spatial with each node having a geographical tag. Examples include power grids, the internet and transportation networks. These networks are often interdependent where their functioning depends on each other. This project will establish a mathematical framework to efficiently observe and control interdependent spatial networks and develop design strategies in order to maximise residency of spatial networks against catastrophic failures in their components. The outcomes of the project will protect the Australian power grid and transportation networks against random and intentional failures. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE140101375
Funder
Australian Research Council
Funding Amount
$395,220.00
Summary
The forest and the trees: How global brain rhythms facilitate local information processing. One of the greatest challenges in understanding the brain is the enormous range of scales it operates on, from single neurons a few microns across to entire hemispheres on the scale of tens of centimetres. This project will investigate how large-scale brain rhythms influence and facilitate information processing, particularly motor control, among small networks of individual neurons. The research question ....The forest and the trees: How global brain rhythms facilitate local information processing. One of the greatest challenges in understanding the brain is the enormous range of scales it operates on, from single neurons a few microns across to entire hemispheres on the scale of tens of centimetres. This project will investigate how large-scale brain rhythms influence and facilitate information processing, particularly motor control, among small networks of individual neurons. The research questions will be addressed by combining detailed computer simulations with data-driven analyses of empirical human and monkey brain dynamics. The outcomes of this project will provide a richer understanding of how our brains encode and process information, leading to practical benefits such as improved control of artificial limbs.Read moreRead less
Extracting macroscopic variables and their dynamics in multiscale systems with metastable states. There are practical barriers to the simulation of complex systems such as molecular systems and the climate system because of the high-dimensionality of the models and the presence of multiscale dynamics. This project will lift these barriers by uncovering the most relevant variables and by creating innovative multiscale simulation algorithms.
Algebraic interpretations of discrete integrable equations. The important mathematical disciplines of discrete geometry on one hand, and structure in discrete non-linear dynamics known as integrability on the other, have an emerging and fruitful interrelation. This project will construct a new algebraic framework in order to better understand and exploit this point of intersection.
Mathematical model reduction for complex networks. This project aims to develop new mathematical methodology to describe the collective behaviour of large networks of oscillators with parameters called collective coordinates. This will allow for the quantitative description of finite-size networks as well as chaotic dynamics, which are both out of reach for current model reduction methods. The project will apply methodology to understand the causes of, and ways to prevent, glitches and failure i ....Mathematical model reduction for complex networks. This project aims to develop new mathematical methodology to describe the collective behaviour of large networks of oscillators with parameters called collective coordinates. This will allow for the quantitative description of finite-size networks as well as chaotic dynamics, which are both out of reach for current model reduction methods. The project will apply methodology to understand the causes of, and ways to prevent, glitches and failure in the emerging modern decentralised power grids. This will develop a framework to address this question, tailored to deal with the hitherto uncharted case of finite-size networks.Read moreRead less
Investigation of New Physics via matter-antimatter asymmetries. The universal matter-antimatter asymmetry and the existence of dark matter imply that new fundamental physics must exist. Recent anomalous results provide evidence that the nature of new physics can be discovered by observing B-meson decays. The project aims to do this with the Belle II experiment in Japan. Discovering new physics would be a substantial scientific discovery leading to a paradigm change in Fundamental Physics. In the ....Investigation of New Physics via matter-antimatter asymmetries. The universal matter-antimatter asymmetry and the existence of dark matter imply that new fundamental physics must exist. Recent anomalous results provide evidence that the nature of new physics can be discovered by observing B-meson decays. The project aims to do this with the Belle II experiment in Japan. Discovering new physics would be a substantial scientific discovery leading to a paradigm change in Fundamental Physics. In the process of making the measurements we will develop and enhance international collaborations, develop new techniques for machine-learning and create innovative work-flow software.This will enhance the international reputation of Australian Universities leading to increased exports of Australian education.
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The pathway to planets: formation of protoplanetary discs. This project aims to expand our knowledge of how planetary systems are born. Observations are bringing new insight into the structure of discs of dusty gas orbiting young stars, but not in sufficient detail to understand how planets form within them. This project aims to link the structure of discs to the well-characterised interstellar cloud cores that collapse to form star-disc systems. The project aspires to use innovative techniques ....The pathway to planets: formation of protoplanetary discs. This project aims to expand our knowledge of how planetary systems are born. Observations are bringing new insight into the structure of discs of dusty gas orbiting young stars, but not in sufficient detail to understand how planets form within them. This project aims to link the structure of discs to the well-characterised interstellar cloud cores that collapse to form star-disc systems. The project aspires to use innovative techniques to enable the rapid collapse calculations needed to map core properties to disc structure. Expected outcomes include knowledge of the disc structures critical to interpreting observations of forming planetary systems. The benefit will be guidance to the theory needed to explain the incredible variety of planetary systems we see today.Read moreRead less
Understanding other worlds: the composition, structure and evolution of exoplanet atmospheres. This project will advance our understanding of the rapidly growing number of planets being found around other stars. The project will develop new techniques to determine what their atmospheres are made of, how the planets form and evolve, and whether they have the potential to host life.
Wobbling stars reveal their hidden companions. This project aims to measure the wobble in the position of distant stars that is caused by massive objects, using telescopes in space. This project expects to generate new knowledge on how binary stars, exoplanets, and stellar mass black holes are formed. Expected outcomes of this project include tight constraints on binary star models, new discoveries of neutron stars and black holes that are a few times more massive than the Sun, and samples of st ....Wobbling stars reveal their hidden companions. This project aims to measure the wobble in the position of distant stars that is caused by massive objects, using telescopes in space. This project expects to generate new knowledge on how binary stars, exoplanets, and stellar mass black holes are formed. Expected outcomes of this project include tight constraints on binary star models, new discoveries of neutron stars and black holes that are a few times more massive than the Sun, and samples of stars that do, and do not, host exoplanets. This should provide significant benefits including a catalogue of companion properties for billions of sources, new understanding of how stars die, as well as the first control sample of stars without planets to help understand how and why planets form.Read moreRead less