Results 21 to 30 of about 11,439 (158)
SciPost Physics, 2023 We present a new algorithm for anomaly detection called Anomaly Awareness. The algorithm learns about normal events while being made aware of the anomalies through a modification of the cost function.
Charanjit K. Khosa, Veronica Sanz
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Anomaly matching in the symmetry broken phase: Domain walls, CPT, and the Smith isomorphism
SciPost Physics, 2020 Symmetries in Quantum Field Theory may have 't Hooft anomalies. If the symmetry is unbroken in the vacuum, the anomaly implies a nontrivial low-energy limit, such as gapless modes or a topological field theory. If the symmetry is spontaneously broken,
Itamar Hason, Zohar Komargodski, Ryan Thorngren
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, 2023 27 pages, 4 figures, 1 table. Version accepted for publication in Nature Reviews Physics (before improvements by the editorial team)
Crivellin, Andreas, Mellado, Bruce
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Unravelling physics beyond the standard model with classical and quantum anomaly detection
Machine Learning: Science and Technology, 2023 Much hope for finding new physics phenomena at microscopic scale relies on the observations obtained from High Energy Physics experiments, like the ones performed at the Large Hadron Collider (LHC).
Julian Schuhmacher +9 more
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Quantum Anomaly in Molecular Physics
Physical Review Letters, 2001 Physical Review ...
Camblong, Horacio E +3 more
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Long-Lived Particles Anomaly Detection with Parametrized Quantum Circuits
Particles, 2023 We investigate the possibility to apply quantum machine learning techniques for data analysis, with particular regard to an interesting use-case in high-energy physics.
Simone Bordoni +3 more
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Minor Physical Anomalies in Bipolar Disorder
Comprehensive Psychiatry, 2020 High-arched palate is more frequent in schizophrenia and bipolar disorder (BD). Upto 40% of patients develop schizophrenia in 22q11.2 Deletion Syndrome manifested with cleft lip and palate, which originate from the first pharyngeal arch in embryo. The auricle also originates from the dorsal ends of the first and second pharyngeal arches; hence, we ...
Ince, Bahri +6 more
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SciPost Physics, 2022 We propose a new method to define anomaly scores and apply this to particle physics collider events. Anomalies can be either rare, meaning that these events are a minority in the normal dataset, or different, meaning they have values that are not ...
Sascha Caron, Luc Hendriks, Rob Verheyen
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Dai-Freed anomalies in particle physics [PDF]
Journal of High Energy Physics, 2019 Abstract Anomalies can be elegantly analyzed by means of the Dai-Freed theorem. In this framework it is natural to consider a refinement of traditional anomaly cancellation conditions, which sometimes leads to nontrivial extra constraints in the fermion spectrum.
Garcia-Etxebarria, Inaki +1 more
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SciPost Physics, 2022 We describe the outcome of a data challenge conducted as part of the Dark Machines Initiative and the Les Houches 2019 workshop on Physics at TeV colliders.
T. Aarrestad, M. van Beekveld, M. Bona, A. Boveia, S. Caron, J. Davies, A. De Simone, C. Doglioni, J. M. Duarte, A. Farbin, H. Gupta, L. Hendriks, L. Heinrich, J. Howarth, P. Jawahar, A. Jueid, J. Lastow, A. Leinweber, J. Mamuzic, E. Merényi, A. Morandini, P. Moskvitina, C. Nellist, J. Ngadiuba, B. Ostdiek, M. Pierini, B. Ravina, R. Ruiz de Austri, S. Sekmen, M. Touranakou, M. Vaškevičiūte, R. Vilalta, J. R. Vlimant, R. Verheyen, M. White, E. Wulff, E. Wallin, K. A. Wozniak, Z. Zhang
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