Published August 20, 2025 | Version 1.0.0
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MadGraph amplitude datasets for $q\bar{q}\rightarrow Z+ng, \;\; n=1,2,3,4$

Description

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.

Files

Files (20.0 GB)

Name Size Download all
md5:6cc9476a0fb15f7f06d82ac1bf8a3acc
704.9 MB Download
md5:4dd4eee71975d6bb8d83346fc2786650
1.1 GB Download
md5:eb6143155dd1e869677a72a25d52c9ec
1.4 GB Download
md5:11489a031d710ad99518b769b07babf1
8.4 GB Download
md5:88d31cdefd5d5802e84e47dd8b6701d4
8.4 GB Download

Additional details

Related works

Is published in
Preprint: arXiv:2505.20280 (arXiv)