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Unbinning global LHC analyses

H Bahl, T Plehn, N Schmal - arXiv preprint arXiv:2509.05409, 2025 - arxiv.org
Physics paper hep-ph Suggest

… Simulation-based inference has been shown to … demonstrate how simulation-based inference also wins … Simulation-based inference (SBI) is a key methodology if …

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BibTeX

@article{2509.05409v1,
Author        = {Henning Bahl and Tilman Plehn and Nikita Schmal},
Title         = {Unbinning global LHC analyses},
Eprint        = {2509.05409v1},
ArchivePrefix = {arXiv},
PrimaryClass  = {hep-ph},
Abstract      = {Simulation-based inference has been shown to outperform traditional,
histogram-based inference in numerous phenomenological and experimental
studies. So far, these analyses have focused on individual high-profile
processes. We study the combination of four different di-boson processes in
terms of the Standard Model Effective Field Theory. Our results demonstrate how
simulation-based inference also wins over traditional methods for global LHC
analyses.},
Year          = {2025},
Month         = {Sep},
Url           = {http://arxiv.org/abs/2509.05409v1},
File          = {2509.05409v1.pdf}
}

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