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arXiv · 2501.07589

Machine Learning Based Top Quark and W Jet Tagging to Hadronic Four-Top Final States Induced by SM as well as BSM Processes

Jiří Kvita·Petr Baroň·Monika Machalová·Radek Přívara·Rostislav Vodák·Jan Tomeček
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Abstract

We study the application of selected ML techniques to the recognition of a substructure of hadronic final states (jets) and their tagging based on their possible origin in current HEP experiments using simulated events and a parameterized detector simulation. The results are then compared with the cut-based method.

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Jiří Kvita, Petr Baroň, Monika Machalová, Radek Přívara, Rostislav Vodák, Jan Tomeček. 2025-01-08. Machine Learning Based Top Quark and W Jet Tagging to Hadronic Four-Top Final States Induced by SM as well as BSM Processes. https://arxiv.org/abs/2501.07589

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