Search for pair-produced vectorlike lepton singlet at the ILC by the XGBoost method

DOI10.1016/J.NUCLPHYSB.2022.116071OpenAlexW4313529151MaRDI QIDQ2687605

Yanyan Li

Publication date: 7 March 2023

Published in: Nuclear Physics. B (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.nuclphysb.2022.116071

Mathematics Subject Classification ID

Quantum theory (81-XX) Relativity and gravitational theory (83-XX)

Uses Software

• FeynRules
• MadGraph
• PYTHIA8
• FastJet
• DELPHES
• MadAnalysis
• XGBoost

Cites Work

• An introduction to PYTHIA 8.2
• MadGraph 5: going beyond
• FastJet user manual (for version 3.0.2)
• The anti-\(k_t\) jet clustering algorithm
• Supervised Deep Learning in High Energy Phenomenology: a Mini Review*
• Understanding Machine Learning
• The elements of statistical learning. Data mining, inference, and prediction

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