New Techniques for New Physics Searches at the CERN Large Hadron Collider. This project aims to break new ground in the quest to discover the existence of new fundamental constituents of nature. In order to achieve this, the team will invent and deploy a suite of advanced machine learning and anomaly detection techniques, developed by the chief investigators, to mine the data processed and collected with the ATLAS experiment at the CERN Large Hadron Collider throughout the entirety of the next d ....New Techniques for New Physics Searches at the CERN Large Hadron Collider. This project aims to break new ground in the quest to discover the existence of new fundamental constituents of nature. In order to achieve this, the team will invent and deploy a suite of advanced machine learning and anomaly detection techniques, developed by the chief investigators, to mine the data processed and collected with the ATLAS experiment at the CERN Large Hadron Collider throughout the entirety of the next data taking run. Expected outcomes of this project include the first application of revolutionary anomaly detection methods to fundamental physics, probing unexplored space in the process, and enhancing the capacity and development of future leaders in Australian science and technology at the forefront of data analytics.Read moreRead less
A fast readout for new physics discovery at the Large Hadron Collider. This project aims to explore fundamental physics by developing new technologies to exploit data readout and analysis techniques. With the discovery of the Higgs boson, the focus of high energy physics has progressed to answering fundamental questions of what forces and particles may lie beyond the Standard Model of particle physics. The upgraded Large Hadron Collider provides a unique environment to discover new physics proce ....A fast readout for new physics discovery at the Large Hadron Collider. This project aims to explore fundamental physics by developing new technologies to exploit data readout and analysis techniques. With the discovery of the Higgs boson, the focus of high energy physics has progressed to answering fundamental questions of what forces and particles may lie beyond the Standard Model of particle physics. The upgraded Large Hadron Collider provides a unique environment to discover new physics processes by enabling searches at the highest energies and masses ever achieved to directly produce new particles. The project expects to enhance fundamental physics and interdisciplinary research in industry and academia.Read moreRead less
A comprehensive approach to dark matter searches: the Cherenkov Telescope Array, IceCube and the Large Hadron Collider. Following the recent discovery of the Higgs boson, the greatest outstanding mystery in physics, it is now time to identify the nature of the dark matter that fills much of our Universe. This project aims to invent new data mining techniques to test the viability of a wide class of theoretical dark matter models, using an extensive range of particle physics and astrophysics data ....A comprehensive approach to dark matter searches: the Cherenkov Telescope Array, IceCube and the Large Hadron Collider. Following the recent discovery of the Higgs boson, the greatest outstanding mystery in physics, it is now time to identify the nature of the dark matter that fills much of our Universe. This project aims to invent new data mining techniques to test the viability of a wide class of theoretical dark matter models, using an extensive range of particle physics and astrophysics data. It will use these models to help design the next generation of dark matter searches in gamma ray and neutrino astronomy, using the Large Hadron Collider. This project aims to put Australia at the forefront of international particle astrophysics research and potential new discoveries will change the future direction of international particle research.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE150100076
Funder
Australian Research Council
Funding Amount
$150,068.00
Summary
Australian Participation in the Belle II Experiment. Australian participation in the Belle II experiment: This project will provide membership for Australian scientists of one of the key contemporary particle physics experiments, the Belle II experiment in Japan, and contribute to the purchase and installation of equipment for the Japanese facility. The Belle II experiment aims to search for a deeper theory of nature which will add significantly to our ability to answer questions such as why the ....Australian Participation in the Belle II Experiment. Australian participation in the Belle II experiment: This project will provide membership for Australian scientists of one of the key contemporary particle physics experiments, the Belle II experiment in Japan, and contribute to the purchase and installation of equipment for the Japanese facility. The Belle II experiment aims to search for a deeper theory of nature which will add significantly to our ability to answer questions such as why there is a preponderance of matter over antimatter in the Universe, and what is the nature of the dark matter which pervades it. This project will allow Australian scientists to pursue these questions in the coming years, with the additional benefit of increasing Australia's research profile in fundamental physics and its engagement with basic science in the Asia-Pacific region.Read moreRead less
Optimising the search for the next discovery in particle physics. This project aims to uncover the new theory of particle physics that can simultaneously explain the Higgs mechanism, the presence of dark matter and the current abundance of matter over antimatter in our universe. This is not possible with current theories. This project aims to find viable theories using a wide range of data from particle astrophysics and collider experiments. With the resulting knowledge, this project aims to des ....Optimising the search for the next discovery in particle physics. This project aims to uncover the new theory of particle physics that can simultaneously explain the Higgs mechanism, the presence of dark matter and the current abundance of matter over antimatter in our universe. This is not possible with current theories. This project aims to find viable theories using a wide range of data from particle astrophysics and collider experiments. With the resulting knowledge, this project aims to design, optimise and implement better searches for new physics at the Large Hadron Collider (LHC). The new LHC results will be used to either determine the correct explanation for any new discoveries or alternatively to provide definitive limits on new theories. The results will be used to make high impact statements on the design of future facilities.Read moreRead less
Probing the experimental frontier of particle physics with high-precision and high-energy collisions. Analysis of data from the high-energy collisions at the Large Hadron Collider, and B-physics observables, will provide a new precision by which to interrogate our picture of the Universe. The interplay between these two novel and complementary approaches will unveil the fundamental nature of the particles that make up all known matter. Technological advances in high precision data analysis, and ....Probing the experimental frontier of particle physics with high-precision and high-energy collisions. Analysis of data from the high-energy collisions at the Large Hadron Collider, and B-physics observables, will provide a new precision by which to interrogate our picture of the Universe. The interplay between these two novel and complementary approaches will unveil the fundamental nature of the particles that make up all known matter. Technological advances in high precision data analysis, and experimental data readout, will result in significant advances in the global knowledge of particle detector performance and operation. New techniques in data analysis will arise from this work. In going beyond the Standard Model and discovering extensions to the theory, the ultimate outcome of this project will define new directions for the field.Read moreRead less
The top quark: a portal to new physics in particle colliders. This project aims to address fundamental questions of particle physics by studying the top quark, the most elementary particle known. The project will generate new knowledge about the top quark and the recently discovered Higgs boson, explore dark matter production in particle collisions, and potentially discover and study new phenomena. The project will develop data analysis techniques that could be used in big data contexts beyond f ....The top quark: a portal to new physics in particle colliders. This project aims to address fundamental questions of particle physics by studying the top quark, the most elementary particle known. The project will generate new knowledge about the top quark and the recently discovered Higgs boson, explore dark matter production in particle collisions, and potentially discover and study new phenomena. The project will develop data analysis techniques that could be used in big data contexts beyond fundamental research. The expected outcome of the project is to expand in a substantial way our understanding of the smallest components of matter and potentially, also of the largest structures of the Universe.Read moreRead less
Multi-messenger particle physics: Hunting for Leptoquarks. This project aims to investigate the most significant deviations from our model of how nature works at the most fundamental level by taking a multi-messenger approach to mining data from particle collider experiments. The project expects to make definitive statements as to whether the current deviations measured in data are the result of as yet unmeasured particles and forces. Expected outcomes of this project are to build advanced algor ....Multi-messenger particle physics: Hunting for Leptoquarks. This project aims to investigate the most significant deviations from our model of how nature works at the most fundamental level by taking a multi-messenger approach to mining data from particle collider experiments. The project expects to make definitive statements as to whether the current deviations measured in data are the result of as yet unmeasured particles and forces. Expected outcomes of this project are to build advanced algorithms and methods of data interrogation that will be applied at the CERN Large Hadron Collider in Europe and the Super KEKB collider in Japan. This should provide significant benefits such as training junior researchers in advanced machine learning techniques and applications to big data analysis.
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Excitation spectra of quantum chromodynamics. Just as quantum electrodynamics describes the quantum mechanical excitation spectra of atomic systems, quantum chromodynamics (QCD) describes the excitation spectra of quark and gluon systems, such as the proton. This project will resolve the interactions underpinning the excitations of QCD, as being investigated at international facilities.