Papers

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 …

Link to paper

BibTeX

@article{2509.05409v2,
Author        = {Henning Bahl and Tilman Plehn and Nikita Schmal},
Title         = {Unbinning global LHC analyses},
Eprint        = {2509.05409v2},
ArchivePrefix = {arXiv},
PrimaryClass  = {hep-ph},
Abstract      = {Neural simulation-based inference has been shown to outperform traditional, histogram-based inference in numerous phenomenological and experimental studies at the LHC. So far, these analyses have focused on individual processes. We study the combination of four different di-boson processes in terms of the Standard Model Effective Field Theory. Our results demonstrate how neural simulation-based inference also wins over traditional methods for more global LHC analyses.},
Year          = {2025},
Month         = {Sep},
Url           = {http://arxiv.org/abs/2509.05409v2},
File          = {2509.05409v2.pdf}
}

Share