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
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
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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Australia’s first direct-detection dark matter search, at Stawell Gold Mine. This project aims to develop an underground integrated laboratory at Stawell Gold Mine in Victoria to host the Southern Hemisphere's first-ever direct-detection dark matter experiment. Following the Higgs boson discovery, the direct detection of dark matter is seen as the next major challenge for particle physics. This project sees Australian physicists team up with local and international partners in research and indus ....Australia’s first direct-detection dark matter search, at Stawell Gold Mine. This project aims to develop an underground integrated laboratory at Stawell Gold Mine in Victoria to host the Southern Hemisphere's first-ever direct-detection dark matter experiment. Following the Higgs boson discovery, the direct detection of dark matter is seen as the next major challenge for particle physics. This project sees Australian physicists team up with local and international partners in research and industry to join the search for dark matter. This Australian experiment aims to help to confirm or deny current results from Northern Hemisphere experiments. As the mine nears the end of its working life as a gold mine, this project is expected to benefit the local economy and provide opportunities for education and outreach.Read moreRead less
Unravelling the neutron lifetime puzzle with lattice quantum chromodynamics. This project will perform supercomputer simulations to confront one of the outstanding puzzles of nuclear and particle physics, the neutron lifetime. New knowledge will be generated through the development of novel theoretical and numerical techniques to increase the precision of the leading theoretical inputs required to predict the neutron lifetime. The outcomes will provide crucial theoretical guidance into understan ....Unravelling the neutron lifetime puzzle with lattice quantum chromodynamics. This project will perform supercomputer simulations to confront one of the outstanding puzzles of nuclear and particle physics, the neutron lifetime. New knowledge will be generated through the development of novel theoretical and numerical techniques to increase the precision of the leading theoretical inputs required to predict the neutron lifetime. The outcomes will provide crucial theoretical guidance into understanding the neutron; helping to guide the next-generation neutron experiments, from particle physics to applications in advanced materials science. The results will have immediate benefit by resolving the neutron lifetime puzzle, while enabling Australian scientists to take a leadership role in this area of fundamental science.Read moreRead less
Imaging the spatial distribution of forces that bind quarks to a proton. This project will perform supercomputer simulations to resolve the distribution of forces acting on quarks inside the proton. New knowledge will be generated in the area of fundamental strong-interaction physics by developing innovative approaches to image novel features that have not been possible in the past. The outcomes will therefore open new research possibilities by expanding the capacity of the international communi ....Imaging the spatial distribution of forces that bind quarks to a proton. This project will perform supercomputer simulations to resolve the distribution of forces acting on quarks inside the proton. New knowledge will be generated in the area of fundamental strong-interaction physics by developing innovative approaches to image novel features that have not been possible in the past. The outcomes will therefore open new research possibilities by expanding the capacity of the international community to study strong interaction physics—including direct relevance to experimental research at the recently-upgraded Jefferson Lab in the US. In analogy to Rutherford's atomic model, the results will have benefit to future generations of humanity with a deeper understanding of the structure of matter.Read moreRead less
Supercomputing the tomography of the proton. This project aims to produce theoretical determinations of the quark and gluon distributions of the proton through advanced supercomputer simulations. The project will generate new knowledge in the area of fundamental strong-interaction physics by developing innovative approaches to image structures that have not been possible in the past. This project expects to expand the capacity of the international community to study strong interaction physics, i ....Supercomputing the tomography of the proton. This project aims to produce theoretical determinations of the quark and gluon distributions of the proton through advanced supercomputer simulations. The project will generate new knowledge in the area of fundamental strong-interaction physics by developing innovative approaches to image structures that have not been possible in the past. This project expects to expand the capacity of the international community to study strong interaction physics, including direct relevance to experimental research at the recently-upgraded Jefferson Lab in the US. In analogy to Rutherford's atomic model, the results will have benefit to future generations of humanity with a deeper understanding of the structure of matter.Read moreRead less
Emergent Phenomena in the Foundation of Matter. This project aims to explore the finite-matter-density features of the relativistic field theory of the strong interactions, Quantum Chromodynamics (QCD). Drawing on national supercomputing resources, this project will undertake QCD calculations of unprecedented complexity to discover emergent phenomena in the ground-state quantum fields that form the foundation of matter. By studying their evolution under temperature and matter density and explori ....Emergent Phenomena in the Foundation of Matter. This project aims to explore the finite-matter-density features of the relativistic field theory of the strong interactions, Quantum Chromodynamics (QCD). Drawing on national supercomputing resources, this project will undertake QCD calculations of unprecedented complexity to discover emergent phenomena in the ground-state quantum fields that form the foundation of matter. By studying their evolution under temperature and matter density and exploring their contribution to the structure of the nucleon and its excitations, the research will advance theoretical understanding and challenge experimental programs. Benefits include transferable skills in advanced analytical techniques, high-performance computing, and scientific data visualisation.Read moreRead less