New tool for kinematic regime estimation in semi-inclusive deep-inelastic scattering

The Jefferson Lab Angular Momentum (JAM) collaboration

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

We introduce a new phenomenological tool based on momentum region indicators to guide the analysis and interpretation of semi-inclusive deep-inelastic scattering measurements. The new tool, referred to as “affinity”, is devised to help visualize and quantify the proximity of any experimental kinematic bin to a particular hadron production region, such as that associated with transverse momentum dependent factorization. We apply the affinity estimator to existing HERMES and COMPASS data and expected data from Jefferson Lab and the future Electron-Ion Collider. We also provide an interactive notebook based on Machine Learning for fast evaluation of affinity.

Original languageEnglish (US)
Article number84
JournalJournal of High Energy Physics
Volume2022
Issue number4
DOIs
StatePublished - Apr 2022

All Science Journal Classification (ASJC) codes

  • Nuclear and High Energy Physics

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