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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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MadGraph amplitude datasets for $q\bar{q}\rightarrow Z+ng, \;\; n=1,2,3,4$

Authors: Bresó Pla, Víctor;

MadGraph amplitude datasets for $q\bar{q}\rightarrow Z+ng, \;\; n=1,2,3,4$

Abstract

Benchmark datasets for LLoCa network evaluation on the partonic processes $q\bar q \to Z+ng$, generated using MadGraph5.The datasets zg, zgg, zggg include 10M events, while the dataset zgggg includes 100M events.Each data point contains the four-momenta of the scattering particles in a single row followed by the corresponding amplitude. We generate unweighted phase space points, then the squared scattering amplitudes are computed via a standalone MadGraph module. We apply global cuts to all final-state particles such that $p_T>20$ GeV and $\Delta R>0.4$. Originally generated for "Lorentz Local Canonicalization: How to make any Network Lorentz-equivariant", Spinner J. et al., arXiv:2505.20208.

Keywords

collider physics, machine learning, LLoCa, multi-gluon final states, MadGraph, scattering amplitudes

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average