Jets and Jet Substructure at Future Colliders

Even though jet substructure was not an original design consideration for the Large Hadron Collider (LHC) experiments, it has emerged as an essential tool for the current physics program. We examine the role of jet substructure on the motivation for and design of future energy Frontier colliders. In...

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Bibliographic Details
Published in:Frontiers in physics 2022-06, Vol.10
Main Authors: Bonilla, Johan, Chachamis, Grigorios, Dillon, Barry M., Chekanov, Sergei V., Erbacher, Robin, Gouskos, Loukas, Hinzmann, Andreas, Höche, Stefan, Huffman, B. Todd, Kotwal, Ashutosh. V., Kar, Deepak, Kogler, Roman, Lange, Clemens, LeBlanc, Matt, Lemmon, Roy, McLean, Christine, Nachman, Benjamin, Neubauer, Mark S., Plehn, Tilman, Rappoccio, Salvatore, Roy, Debarati, Roloff, Jennifer, Stark, Giordon, Tran, Nhan, Vos, Marcel, Yeh, Chih-Hsiang, Yu, Shin-Shan
Format: Article
Language:English
Subjects:
artificial intelligence
collider
Higgs boson
jet substructure
jets
machine learning
PHYSICS OF ELEMENTARY PARTICLES AND FIELDS
snowmass
top quark
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Summary:Even though jet substructure was not an original design consideration for the Large Hadron Collider (LHC) experiments, it has emerged as an essential tool for the current physics program. We examine the role of jet substructure on the motivation for and design of future energy Frontier colliders. In particular, we discuss the need for a vibrant theory and experimental research and development program to extend jet substructure physics into the new regimes probed by future colliders. Jet substructure has organically evolved with a close connection between theorists and experimentalists and has catalyzed exciting innovations in both communities. We expect such developments will play an important role in the future energy Frontier physics program.
ISSN:2296-424X
2296-424X
DOI:10.3389/fphy.2022.897719