Precipitation in shallow convection over the Southern Ocean. This project aims to quantify the amount of precipitation over the Southern Ocean and identify the key dynamical and microphysical processes that lead to its development. Large uncertainties exist in the frequency and intensity of precipitation, which limits the ability to model the coupled Southern Ocean climate system. Observations from the RV Investigator, an Australian marine research vessel, have revealed heavy precipitation event ....Precipitation in shallow convection over the Southern Ocean. This project aims to quantify the amount of precipitation over the Southern Ocean and identify the key dynamical and microphysical processes that lead to its development. Large uncertainties exist in the frequency and intensity of precipitation, which limits the ability to model the coupled Southern Ocean climate system. Observations from the RV Investigator, an Australian marine research vessel, have revealed heavy precipitation events within the shallow convection commonly found between fronts that have not been captured by either satellite observations or numerical models. This project will improve weather forecasts, including precipitation, and climate projections over the Southern Ocean and the adjoining Antarctic and the southern part of Australia.Read moreRead less
Cloud-climate interaction over the Great Barrier Reef and Southwest Pacific. This project aims to investigate cloud-climate interactions of the Southwest Pacific trade wind region from the regional scale to local forcing over the Great Barrier Reef. The project expects to generate new knowledge in the nature and variability of the trade wind clouds, including their impact on the surface radiative budget, ocean temperatures and coral bleaching events. Potential changes of these clouds due to glob ....Cloud-climate interaction over the Great Barrier Reef and Southwest Pacific. This project aims to investigate cloud-climate interactions of the Southwest Pacific trade wind region from the regional scale to local forcing over the Great Barrier Reef. The project expects to generate new knowledge in the nature and variability of the trade wind clouds, including their impact on the surface radiative budget, ocean temperatures and coral bleaching events. Potential changes of these clouds due to global warming and ensuing impacts on the environment will be studied. Expected outcomes include better modelling of the Great Barrier Reef environment and improved estimates of low-cloud feedback. This should provide significant benefits in developing warning systems for bleaching events, and regional land and water management. Read moreRead less
Scalable Stream Processing in Hybrid Edge-Cloud Infrastructures. This project aims to develop a new computational paradigm to ensure low-latency services for streaming applications across heterogeneous Edge devices while satisfying high-throughput and scalability requirements. This project is of high significance for generating new knowledge in the area of real-time streaming using innovative algorithms that overcome the limitations of remote Cloud and distributed Edge computing. Expected outcom ....Scalable Stream Processing in Hybrid Edge-Cloud Infrastructures. This project aims to develop a new computational paradigm to ensure low-latency services for streaming applications across heterogeneous Edge devices while satisfying high-throughput and scalability requirements. This project is of high significance for generating new knowledge in the area of real-time streaming using innovative algorithms that overcome the limitations of remote Cloud and distributed Edge computing. Expected outcomes include novel programming abstractions, performance models, and control mechanisms to address complex problems for incremental and iterative computations in hybrid Edge-Cloud infrastructures. This should provide significant benefits, one of which is the optimised utilisation of limited computing resources.Read moreRead less
New Tests of Fundamental Physics & Astrophysics with Atmospheric Neutrinos. Neutrinos are the least understood of the known fundamental particles, yet they hold the key to some of the most important open questions in physics and astrophysics. This project aims create new knowledge, which is needed now, using existing and imminent atmospheric neutrino data. It will pave the way to better understand the origin of the matter-antimatter asymmetry of the universe, supernovae, and dark matter. The exp ....New Tests of Fundamental Physics & Astrophysics with Atmospheric Neutrinos. Neutrinos are the least understood of the known fundamental particles, yet they hold the key to some of the most important open questions in physics and astrophysics. This project aims create new knowledge, which is needed now, using existing and imminent atmospheric neutrino data. It will pave the way to better understand the origin of the matter-antimatter asymmetry of the universe, supernovae, and dark matter. The expected outcomes include significant advances at the forefront of modern science, which will contribute to the development of a world class research capacity in Australia. Significant benefits include high level training of students and early career researchers, contributing to a highly skilled STEM workforce.Read moreRead less
Extracting subtle hints for new phenomena at the Large Hadron Collider. This project aims to investigate the detailed nature of the Higgs theory which underpins the mass of elementary particles. The project aims to increase the understanding of particle interactions in the context of precise measurements of the properties of the Higgs boson that will come out of the experimental program at the large hadron collider. Expected outcomes include the development and application of methods to address ....Extracting subtle hints for new phenomena at the Large Hadron Collider. This project aims to investigate the detailed nature of the Higgs theory which underpins the mass of elementary particles. The project aims to increase the understanding of particle interactions in the context of precise measurements of the properties of the Higgs boson that will come out of the experimental program at the large hadron collider. Expected outcomes include the development and application of methods to address existing gaps in the framework that confronts theory and experiment and to efficiently explore its high dimensionality. The benefits of conducting this research in Australia include the development of intellectual culture and the training of early-career researchers as flexible problem solvers in academia or beyond. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100867
Funder
Australian Research Council
Funding Amount
$367,518.00
Summary
Bridging the accuracy gap: High-precision parton showers for colliders. This project aims at improving the accuracy of parton showers, which are an essential ingredient used in the simulation of high-energy particle collisions. Parton showers generate the large set of particles produced in a collision, in an approximation of the radiation pattern of Quantum Chromodynamics. The low precision of this approximation translates into large uncertainties in critical measurements performed at particle c ....Bridging the accuracy gap: High-precision parton showers for colliders. This project aims at improving the accuracy of parton showers, which are an essential ingredient used in the simulation of high-energy particle collisions. Parton showers generate the large set of particles produced in a collision, in an approximation of the radiation pattern of Quantum Chromodynamics. The low precision of this approximation translates into large uncertainties in critical measurements performed at particle colliders. This project will study novel ways of enhancing the precision of parton showers, and determine accurate estimates of associated uncertainties across all processes under investigation at the Large Hadron Collider. It will be of exceptional importance for the latter's high-precision, high-luminosity program.Read moreRead less
Beautiful strings. This project aims to carry out several key experimental measurements, in tandem with substantial theoretical work, to improve the understanding and physical modelling of processes involving b quarks, also called beauty quarks, which are of intense current interest for experiments across the globe. Key theoretical innovations include novel treatments of electromagnetic corrections, novel theoretical formulations of the dominant physical paradigm of string fragmentation, and opt ....Beautiful strings. This project aims to carry out several key experimental measurements, in tandem with substantial theoretical work, to improve the understanding and physical modelling of processes involving b quarks, also called beauty quarks, which are of intense current interest for experiments across the globe. Key theoretical innovations include novel treatments of electromagnetic corrections, novel theoretical formulations of the dominant physical paradigm of string fragmentation, and optimisations of key associated algorithms to enable new applications of broad relevance. Experimental measurements will be carried out to validate the new theoretical developments and use them to minimise theoretical uncertainties.Read moreRead less