Published on 14 May 2024

Extended Signal Events for LHCO2020 R&D Dataset

View Dataset
Chi Lung Cheng;Gupreet Singh;Ben Nachman

Description

These are the extended signal events for the LHCO2020 R&D dataset. It consists of the W'->X(qq)Y(qq) (2-prong decay) and the W'->X(qq)Y(qqq) (3-prong decay) events. The W' boson has a mass of 3.5 TeV, while the masses of particles X and Y form a grid ranging from 50 GeV to 600 GeV in 50 GeV increments.  Each decay mode features 144 signal models, each with approximately 100,000 events. The events are produced using the same simulation settings as those of the LHCO2020 R&D Dataset.The dataset includes high-level features of the two highest pT jets. They are the 3-momenta, pT, eta, phi, invariant masses, number of jet constituents, and n-subjettiness variables tau1, tau2, and tau3 for the highest pT jet (j1) and the second highest pT jet (j2) as well as the invariant masses of X and Y:'pxj1', 'pyj1', 'pzj1', 'ptj1', 'etaj1', 'phij1', 'mj1', 'Nj1', 'tau1j1', 'tau2j1', 'tau3j1','pxj2', 'pyj2', 'pzj2', 'ptj2', 'etaj2', 'phij2', 'mj2', 'Nj2', 'tau1j2', 'tau2j2', 'tau3j2','mx', 'my'Notice that the n-subjettiness variables use a different normalization scheme to the LHCO2020 R&D Dataset, but the ratios of the variables should remain the same.

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.7

FAIR Score

69%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

Assigned Domain

Subfield

Computational Theory and Mathematics

Field

Computer Science

Domain

Physical Sciences

Confidence Score

28%

Source

Scholar Data Model

Normalization Factors

FT

30.77

CTw

1.00

MTw

1.00