MadGraph amplitude datasets for $q\bar{q}\rightarrow Z+ng, \;\; n=1,2,3,4$
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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.
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- Preprint: arXiv:2505.20280 (arXiv)