Multi-Prong Dataset
收藏Zenodo2023-12-19 更新2026-05-26 收录
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https://zenodo.org/doi/10.5281/zenodo.10404289
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资源简介:
Simulated events for the classification of jets with multiple hard prongs.
Total of ~100K events, split between seven classes.
Description
13 TeV events simulated with MadGraph5
Showering and hadronization simulated with Pythia8
Detector response simulation with Delphes using an ATLAS-like card
Jets are clustered using the anti-kT algorithm with radius parameter R=1.2 using FastJet
The pT of the jets lies in the range [1000, 1200] GeV
The mass of the jets lies in the range [300, 700] GeV
The three-momenta of the leading 230 constituents are stored in the 'Constituents/threeM' dataset
Jets with fewer than 230 constituents are zero-padded
Truth labels are stored in the 'target' dataset
Labels 0/1/2/3/4/5/6 correspond to jets with N=1/2/3/4b/6/8/4q sub-jets, respectively
See arXiv:2202.00723 for more details
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Zenodo创建时间:
2023-12-19



