A Holistic Approach to Predicting Top Quark Kinematic Properties with the Covariant Particle Transfo...
A Holistic Approach to Predicting Top Quark Kinematic Properties with the Covariant Particle Transformer
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Ithaca: Cornell University Library, arXiv.org
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English
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Publisher
Ithaca: Cornell University Library, arXiv.org
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Contents
Precise reconstruction of top quark properties is a challenging task at the Large Hadron Collider due to combinatorial backgrounds and missing information. We introduce a physics-informed neural network architecture called the Covariant Particle Transformer (CPT) for directly predicting the top quark kinematic properties from reconstructed final st...
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Full title
A Holistic Approach to Predicting Top Quark Kinematic Properties with the Covariant Particle Transformer
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TN_cdi_proquest_journals_2639114176
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2639114176
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E-ISSN
2331-8422
DOI
10.48550/arxiv.2203.05687
