arXiv Open Access 2025

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 +1 lainnya

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Abstrak

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.

Topik & Kata Kunci

hep-ph hep-ex

Penulis (6)

Jiří Kvita

Petr Baroň

Monika Machalová

Radek Přívara

Rostislav Vodák

Jan Tomeček

Format Sitasi

APA MLA BibTeX

Kvita, J., Baroň, P., Machalová, M., Přívara, R., Vodák, R., Tomeček, J. (2025). 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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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓