Unbinned measurement of thrust in $e^+e^-$ collisions at $\sqrt{s}$ = 91.2 GeV with ALEPH archived data

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Main Authors: Alliance, The Electron-Positron, :, Badea, Anthony, Baty, Austin, Bossi, Hannah, Chen, Yu-Chen, Chen, Yi, Zhang, Jingyu, Innocenti, Gian Michele, Maggi, Marcello, McGinn, Chris, Peters, Michael, Sheng, Tzu-An, Mikuni, Vinicius, Avaylon, Matthew, Komiske, Patrick, Metodiev, Eric, Thaler, Jesse, Nachman, Benjamin, Lee, Yen-Jie
Format: Preprint
Published: 2025
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author Alliance, The Electron-Positron
:
Badea, Anthony
Baty, Austin
Bossi, Hannah
Chen, Yu-Chen
Chen, Yi
Zhang, Jingyu
Innocenti, Gian Michele
Maggi, Marcello
McGinn, Chris
Peters, Michael
Sheng, Tzu-An
Mikuni, Vinicius
Avaylon, Matthew
Komiske, Patrick
Metodiev, Eric
Thaler, Jesse
Nachman, Benjamin
Lee, Yen-Jie
author_facet Alliance, The Electron-Positron
:
Badea, Anthony
Baty, Austin
Bossi, Hannah
Chen, Yu-Chen
Chen, Yi
Zhang, Jingyu
Innocenti, Gian Michele
Maggi, Marcello
McGinn, Chris
Peters, Michael
Sheng, Tzu-An
Mikuni, Vinicius
Avaylon, Matthew
Komiske, Patrick
Metodiev, Eric
Thaler, Jesse
Nachman, Benjamin
Lee, Yen-Jie
contents The strong coupling constant ($α_{S}$) is a fundamental parameter of quantum chromodynamics (QCD), the theory of the strong force. Some of the earliest precise constraints on $α_{S}$ came from measurements of event shape observables, such as thrust ($T$), using hadronic $Z$ boson decays produced in $e^+e^-$ collisions. However, recent work has revealed discrepancies between event-shape-based extractions of $α_{S}$ and values determined using other experimental methods. This work reexamines archived $e^+e^-$ data collected at a collision energy of $\sqrt{s}=91.2$ GeV by the ALEPH detector at the Large Electron-Positron Collider. Modern machine learning techniques are used to correct for detector effects in an unbinned manner, allowing the $T$ distribution to be measured with higher granularity than previous ALEPH measurements. The new measurement reveals a small but systematic shift towards larger values of $τ=1-T$, and the potential implications of this shift for $α_{S}$ extractions are illustrated by comparing to state-of-the-art theoretical calculations. In addition, the region of $-6<\logτ<-2$, where poorly-understood non-perturbative effects are large, is compared to modern parton shower Monte Carlo simulations. This measurement provides unique new inputs for $α_{S}$ extractions and also improves constraints on phenomenological models of QCD dynamics such as parton fragmentation and hadronization.
format Preprint
id arxiv_https___arxiv_org_abs_2510_22038
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Unbinned measurement of thrust in $e^+e^-$ collisions at $\sqrt{s}$ = 91.2 GeV with ALEPH archived data
Alliance, The Electron-Positron
:
Badea, Anthony
Baty, Austin
Bossi, Hannah
Chen, Yu-Chen
Chen, Yi
Zhang, Jingyu
Innocenti, Gian Michele
Maggi, Marcello
McGinn, Chris
Peters, Michael
Sheng, Tzu-An
Mikuni, Vinicius
Avaylon, Matthew
Komiske, Patrick
Metodiev, Eric
Thaler, Jesse
Nachman, Benjamin
Lee, Yen-Jie
High Energy Physics - Experiment
The strong coupling constant ($α_{S}$) is a fundamental parameter of quantum chromodynamics (QCD), the theory of the strong force. Some of the earliest precise constraints on $α_{S}$ came from measurements of event shape observables, such as thrust ($T$), using hadronic $Z$ boson decays produced in $e^+e^-$ collisions. However, recent work has revealed discrepancies between event-shape-based extractions of $α_{S}$ and values determined using other experimental methods. This work reexamines archived $e^+e^-$ data collected at a collision energy of $\sqrt{s}=91.2$ GeV by the ALEPH detector at the Large Electron-Positron Collider. Modern machine learning techniques are used to correct for detector effects in an unbinned manner, allowing the $T$ distribution to be measured with higher granularity than previous ALEPH measurements. The new measurement reveals a small but systematic shift towards larger values of $τ=1-T$, and the potential implications of this shift for $α_{S}$ extractions are illustrated by comparing to state-of-the-art theoretical calculations. In addition, the region of $-6<\logτ<-2$, where poorly-understood non-perturbative effects are large, is compared to modern parton shower Monte Carlo simulations. This measurement provides unique new inputs for $α_{S}$ extractions and also improves constraints on phenomenological models of QCD dynamics such as parton fragmentation and hadronization.
title Unbinned measurement of thrust in $e^+e^-$ collisions at $\sqrt{s}$ = 91.2 GeV with ALEPH archived data
topic High Energy Physics - Experiment
url https://arxiv.org/abs/2510.22038