New tool for kinematic regime estimation in semi-inclusive deep-inelastic scattering
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.
- Authors:
-
- Univ. of Torino (Italy)
- Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States)
- Pennsylvania State Univ. Berks, Reading, PA (United States)
- Lebanon Valley College, Annville, PA (United States)
- Pennsylvania State Univ. Berks, Reading, PA (United States); Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States); Temple Univ., Philadelphia, PA (United States)
- Pennsylvania State Univ. Berks, Reading, PA (United States); Prepared for Flight, LLC, York, PA (United States)
- Publication Date:
- Research Org.:
- Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA (United States); Pennsylvania State Univ. Berks, Reading, PA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Nuclear Physics (NP); National Science Foundation (NSF); European Union (EU)
- Contributing Org.:
- JAM Collaboration
- OSTI Identifier:
- 1863933
- Alternate Identifier(s):
- OSTI ID: 1887742
- Report Number(s):
- JLAB-THY-22-3550; DOE/OR/23177-5409; arXiv:2201.12197
Journal ID: ISSN 1029-8479; TRN: US2305676
- Grant/Contract Number:
- AC05-06OR23177; FG02-07ER41460; PHY-2011763; PHY-2012002; 824093
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of High Energy Physics (Online)
- Additional Journal Information:
- Journal Name: Journal of High Energy Physics (Online); Journal Volume: 2022; Journal Issue: 4; Journal ID: ISSN 1029-8479
- Publisher:
- Springer Nature
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; specific QCD phenomenology; deep inelastic scattering or small-x physics; Specific QCD Phenomenology, Deep Inelastic Scattering or Small-X Physics
Citation Formats
Boglione, M., Diefenthaler, M., Dolan, S., Gamberg, L., Melnitchouk, W., Pitonyak, D., Prokudin, Alexei, Sato, N., and Scalyer, Z. New tool for kinematic regime estimation in semi-inclusive deep-inelastic scattering. United States: N. p., 2022.
Web. doi:10.1007/jhep04(2022)084.
Boglione, M., Diefenthaler, M., Dolan, S., Gamberg, L., Melnitchouk, W., Pitonyak, D., Prokudin, Alexei, Sato, N., & Scalyer, Z. New tool for kinematic regime estimation in semi-inclusive deep-inelastic scattering. United States. https://doi.org/10.1007/jhep04(2022)084
Boglione, M., Diefenthaler, M., Dolan, S., Gamberg, L., Melnitchouk, W., Pitonyak, D., Prokudin, Alexei, Sato, N., and Scalyer, Z. Thu .
"New tool for kinematic regime estimation in semi-inclusive deep-inelastic scattering". United States. https://doi.org/10.1007/jhep04(2022)084. https://www.osti.gov/servlets/purl/1863933.
@article{osti_1863933,
title = {New tool for kinematic regime estimation in semi-inclusive deep-inelastic scattering},
author = {Boglione, M. and Diefenthaler, M. and Dolan, S. and Gamberg, L. and Melnitchouk, W. and Pitonyak, D. and Prokudin, Alexei and Sato, N. and Scalyer, Z.},
abstractNote = {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.},
doi = {10.1007/jhep04(2022)084},
journal = {Journal of High Energy Physics (Online)},
number = 4,
volume = 2022,
place = {United States},
year = {Thu Apr 14 00:00:00 EDT 2022},
month = {Thu Apr 14 00:00:00 EDT 2022}
}
Free Publicly Available Full Text
Publisher's Version of Record
Other availability
Save to My Library
You must Sign In or Create an Account in order to save documents to your library.
Works referenced in this record:
Difficulties in the description of Drell-Yan processes at moderate invariant mass and high transverse momentum
journal, July 2019
- Bacchetta, Alessandro; Bozzi, Giuseppe; Lambertsen, Martin
- Physical Review D, Vol. 100, Issue 1
Recursive model for the fragmentation of polarized quarks
journal, April 2018
- Kerbizi, A.; Artru, X.; Belghobsi, Z.
- Physical Review D, Vol. 97, Issue 7
Relating transverse-momentum-dependent and collinear factorization theorems in a generalized formalism
journal, August 2016
- Collins, J.; Gamberg, L.; Prokudin, A.
- Physical Review D, Vol. 94, Issue 3
Sudakov suppression in azimuthal spin asymmetries
journal, June 2001
- Boer, Daniël
- Nuclear Physics B, Vol. 603, Issue 1-2
New quark distributions and semi-inclusive electroproduction on polarized nucleons
journal, May 1995
- Kotzinian, Aram
- Nuclear Physics B, Vol. 441, Issue 1-2
The complete tree-level result up to order 1/Q for polarized deep-inelastic leptoproduction
journal, February 1996
- Mulders, P. J.; Tangerman, R. D.
- Nuclear Physics B, Vol. 461, Issue 1-2
Unified treatment of the QCD evolution of all (un-)polarized transverse momentum dependent functions: Collins function as a study case
journal, July 2014
- Echevarria, Miguel G.; Idilbi, Ahmad; Scimemi, Ignazio
- Physical Review D, Vol. 90, Issue 1
Vector boson production at colliders: A theoretical reappraisal
journal, November 1984
- Altarelli, G.; Ellis, R. K.; Greco, M.
- Nuclear Physics B, Vol. 246, Issue 1
Intrinsic transverse momentum and the polarized Drell-Yan process
journal, April 1995
- Tangerman, R. D.; Mulders, P. J.
- Physical Review D, Vol. 51, Issue 7
Back-to-back jets in QCD
journal, December 1981
- Collins, John C.; Soper, Davison E.
- Nuclear Physics B, Vol. 193, Issue 2
Unpolarised transverse momentum dependent distribution and fragmentation functions from SIDIS multiplicities
journal, April 2014
- Anselmino, M.; Boglione, M.; Gonzalez H., J. O.
- Journal of High Energy Physics, Vol. 2014, Issue 4
Large transverse momentum in semi-inclusive deeply inelastic scattering beyond lowest order
journal, May 2019
- Wang, B.; Gonzalez-Hernandez, J. O.; Rogers, T. C.
- Physical Review D, Vol. 99, Issue 9
NJL-jet model for quark fragmentation functions
journal, October 2009
- Ito, T.; Bentz, W.; Cloët, I. C.
- Physical Review D, Vol. 80, Issue 7
Fracture functions. An improved description of inclusive hard processes in QCD
journal, March 1994
- Trentadue, L.; Veneziano, G.
- Physics Letters B, Vol. 323, Issue 2
Angular dependences in inclusive two-hadron production at BELLE
journal, January 2009
- Boer, Daniël
- Nuclear Physics B, Vol. 806, Issue 1-2
SIDIS in the target fragmentation region: Polarized and transverse-momentum dependent fracture functions
journal, May 2011
- Anselmino, M.; Barone, V.; Kotzinian, A.
- Physics Letters B, Vol. 699, Issue 1-2
Factorization theorem for Drell-Yan at low q T and transverse-momentum distributions on-the-light-cone
journal, July 2012
- Echevarría, Miguel G.; Idilbi, Ahmad; Scimemi, Ignazio
- Journal of High Energy Physics, Vol. 2012, Issue 7
QCD factorization for semi-inclusive deep-inelastic scattering at low transverse momentum
journal, February 2005
- Ji, Xiangdong; Ma, Jian-Ping; Yuan, Feng
- Physical Review D, Vol. 71, Issue 3
Monte Carlo implementation of polarized hadronization
journal, January 2017
- Matevosyan, Hrayr H.; Kotzinian, Aram; Thomas, Anthony W.
- Physical Review D, Vol. 95, Issue 1
Fracture functions in different kinematic regions and their factorizations
journal, October 2019
- Chai, X. P.; Chen, K. B.; Ma, J. P.
- Journal of High Energy Physics, Vol. 2019, Issue 10
Mapping the kinematical regimes of semi-inclusive deep inelastic scattering
journal, October 2019
- Boglione, M.; Dotson, A.; Gamberg, L.
- Journal of High Energy Physics, Vol. 2019, Issue 10
PYTHIA 6.4 physics and manual
journal, May 2006
- Sjöstrand, Torbjörn; Mrenna, Stephen; Skands, Peter
- Journal of High Energy Physics, Vol. 2006, Issue 05
Factorization Of Hard Processes In QCD
book, July 1989
- Mueller, A. H.; Collins, John C.; Soper, Davison E.
- Perturbative QCD
Joint resummation for Higgs boson production
journal, January 2004
- Kulesza, Anna; Sterman, George; Vogelsang, Werner
- Physical Review D, Vol. 69, Issue 1
Transverse momentum dependent parton distribution and fragmentation functions with QCD evolution
journal, June 2011
- Aybat, S. Mert; Rogers, Ted C.
- Physical Review D, Vol. 83, Issue 11
Parton fragmentation and string dynamics
journal, July 1983
- Andersson, B.; Gustafson, G.; Ingelman, G.
- Physics Reports, Vol. 97, Issue 2-3
Asymmetries in polarized hadron production in e+e− annihilation up to order
journal, October 1997
- Boer, D.; Jakob, R.; Mulders, P. J.
- Nuclear Physics B, Vol. 504, Issue 1-2
Back-to-back jets: Fourier transform from b to kT
journal, April 1982
- Collins, John C.; Soper, Davison E.
- Nuclear Physics B, Vol. 197, Issue 3
Non-perturbative structure of semi-inclusive deep-inelastic and Drell-Yan scattering at small transverse momentum
journal, June 2020
- Scimemi, Ignazio; Vladimirov, Alexey
- Journal of High Energy Physics, Vol. 2020, Issue 6
Origin of single transverse-spin asymmetries in high-energy collisions
journal, September 2020
- Cammarota, Justin; Gamberg, Leonard; Kang, Zhong-Bo
- Physical Review D, Vol. 102, Issue 5
Time-reversal odd distribution functions in leptoproduction
journal, May 1998
- Boer, D.; Mulders, P. J.
- Physical Review D, Vol. 57, Issue 9
Matching factorization theorems with an inverse-error weighting
journal, June 2018
- Echevarria, Miguel G.; Kasemets, Tomas; Lansberg, Jean-Philippe
- Physics Letters B, Vol. 781
Semi-inclusive deeply inelastic scattering at small
journal, August 1996
- Meng, Ruibin; Olness, Fredrick I.; Soper, Davison E.
- Physical Review D, Vol. 54, Issue 3
Transverse momentum distribution in Drell-Yan pair and W and Z boson production
journal, January 1985
- Collins, J. C.; Soper, Davison E.; Sterman, George
- Nuclear Physics B, Vol. 250, Issue 1-4
Understanding the large-distance behavior of transverse-momentum-dependent parton densities and the Collins-Soper evolution kernel
journal, April 2015
- Collins, John; Rogers, Ted
- Physical Review D, Vol. 91, Issue 7
Challenges with large transverse momentum in semi-inclusive deeply inelastic scattering
journal, December 2018
- Gonzalez-Hernandez, J. O.; Rogers, T. C.; Sato, N.
- Physical Review D, Vol. 98, Issue 11
Fracture functions from cut vertices
journal, May 1998
- Grazzini, M.; Trentadue, L.; Veneziano, G.
- Nuclear Physics B, Vol. 519, Issue 1-2
Status and developments of event generators
conference, March 2017
- Sjostrand, Torbjorn
- Proceedings of Fourth Annual Large Hadron Collider Physics — PoS(LHCP2016)
Semi-inclusive deep inelastic scattering at small transverse momentum
journal, February 2007
- Bacchetta, Alessandro; Diehl, Markus; Goeke, Klaus
- Journal of High Energy Physics, Vol. 2007, Issue 02
HERWIG 6: an event generator for hadron emission reactions with interfering gluons (including supersymmetric processes)
journal, January 2001
- Corcella, Gennaro; Knowles, Ian G.; Marchesini, Giuseppe
- Journal of High Energy Physics, Vol. 2001, Issue 01
Current fragmentation in semiinclusive leptoproduction
conference, January 2001
- Mulders, P. J.
- PHYSICS WITH AN ELECTRON POLARIZED LIGHT-ION COLLIDER: Second Workshop EPIC 2000, AIP Conference Proceedings
Parton distribution and decay functions
journal, January 1982
- Collins, John C.; Soper, Davison E.
- Nuclear Physics B, Vol. 194, Issue 3
Do fragmentation functions in factorization theorems correctly treat non-perturbative effects?
conference, March 2017
- Collins, John
- Proceedings of QCD Evolution 2016 — PoS(QCDEV2016)
Kinematics of current region fragmentation in semi-inclusive deeply inelastic scattering
journal, March 2017
- Boglione, M.; Collins, J.; Gamberg, L.
- Physics Letters B, Vol. 766
Extraction of partonic transverse momentum distributions from semi-inclusive deep-inelastic scattering, Drell-Yan and Z-boson production
journal, June 2017
- Bacchetta, Alessandro; Delcarro, Filippo; Pisano, Cristian
- Journal of High Energy Physics, Vol. 2017, Issue 6
Investigations into the flavor dependence of partonic transverse momentum
journal, November 2013
- Signori, Andrea; Bacchetta, Alessandro; Radici, Marco
- Journal of High Energy Physics, Vol. 2013, Issue 11
Transverse-momentum-dependent parton distributions up to N3LL from Drell-Yan data
journal, July 2020
- Bacchetta, Alessandro; Bertone, Valerio; Bissolotti, Chiara
- Journal of High Energy Physics, Vol. 2020, Issue 7