Tuning the genie pion production model with MINERvA data

Stowell, P.; Pickering, L.; Wilkinson, C.; Wret, C.; Akbar, F.; Andrade, D. A.; Ascencio, M. V.; Bellantoni, L.; Bercellie, A.; Betancourt, M.; Bodek, A.; Bravar, A.; Budd, H.; Caceres, G.; Cai, T.; Carneiro, M. F.; Chaves, J.; da Motta, H.; Dytman, S. A.; Díaz, G. A.; Felix, J.; Fields, L.; Filkins, A.; Fine, R.; Fiza, N.; Galindo, R.; Gallagher, H.; Ghosh, A.; Gran, R.; Harris, D. A.; Henry, S.; Jena, S.; Jena, D.; Kleykamp, J.; Kordosky, M.; Last, D.; Le, T.; Lu, X. -G.; Maher, E.; Manly, S.; Mann, W. A.; Marshall, C. M.; McFarland, K. S.; Messerly, B.; Miller, J.; Morfín, J. G.; Mousseau, J.; Naples, D.; Nelson, J. K.; Nguyen, C.; Norrick, A.; Nuruzzaman,; Paolone, V.; Perdue, G. N.; Ramírez, M. A.; Ransome, R. D.; Ray, H.; Rimal, D.; Rodrigues, P. A.; Ruterbories, D.; Schellman, H.; Solano Salinas, C. J.; Su, H.; Sultana, M.; Syrotenko, V. S.; Valencia, E.; Wolcott, J.; Wospakrik, M.; Yaeggy, B.; Zazueta, L.; Zhang, D.

doi:10.1103/PhysRevD.100.072005

Title: Tuning the genie pion production model with MINERvA data

Abstract

Faced with unresolved tensions between neutrino interaction measurements at few-GeV neutrino energies, current experiments are forced to accept large systematic uncertainties to cover discrepancies between their data and model predictions. The widely used pion production model in GENIE is compared to four MINER$$ν$$A charged current pion production measurements using NUISANCE. Tunings, i.e., adjustments of model parameters, to help match GENIE to MINER$$ν$$A and older bubble chamber data are presented. We find that scattering off nuclear targets as measured in MINER$$ν$$A is not in good agreement with expectations based upon scattering off nucleon (hydrogen or deuterium) targets in existing bubble chamber data. An additional ad hoc correction for the low-$Q^2$ region, where collective nuclear effects are expected to be large, is presented. While these tunings and corrections improve the agreement of GENIE with the data, the modeling is imperfect. The development of these tunings within the NUISANCE framework allows for straightforward extensions to other neutrino event generators and models, and allows omitting and including new datasets as they become available.

Authors:: Stowell, P.; Pickering, L.; Wilkinson, C.; Wret, C.; Akbar, F.; Andrade, D. A.; Ascencio, M. V.; Bellantoni, L.; Bercellie, A.; Betancourt, M.; Bodek, A.; Bravar, A.; Budd, H.; Caceres, G.; Cai, T.; Carneiro, M. F.; Chaves, J.; da Motta, H.; Dytman, S. A.; Díaz, G. A. more »« less

Publication Date:: 2019-10-14

Research Org.:: Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Univ. of Rochester, NY (United States)

Sponsoring Org.:: USDOE Office of Science (SC), High Energy Physics (HEP); National Science Foundation (NSF)

Contributing Org.:: MINERvA Collaboration

OSTI Identifier:: 1606074

Alternate Identifier(s):: OSTI ID: 1542968; OSTI ID: 1574349; OSTI ID: 1838668

Report Number(s):: arXiv:1903.01558; FERMILAB-PUB-19-093-ND
Journal ID: ISSN 2470-0010; PRVDAQ; 072005

Grant/Contract Number:: AC02-07CH11359; AC02-05CH11231; PHY-0619727; SC0008475

Resource Type:: Published Article

Journal Name:: Physical Review D

Additional Journal Information:: Journal Name: Physical Review D Journal Volume: 100 Journal Issue: 7; Journal ID: ISSN 2470-0010

Publisher:: American Physical Society

Country of Publication:: United States

Language:: English

Subject:: 72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; Nucleus-neutrino interactions

Citation Formats


                    Stowell, P., Pickering, L., Wilkinson, C., Wret, C., Akbar, F., Andrade, D. A., Ascencio, M. V., Bellantoni, L., Bercellie, A., Betancourt, M., Bodek, A., Bravar, A., Budd, H., Caceres, G., Cai, T., Carneiro, M. F., Chaves, J., da Motta, H., Dytman, S. A., Díaz, G. A., Felix, J., Fields, L., Filkins, A., Fine, R., Fiza, N., Galindo, R., Gallagher, H., Ghosh, A., Gran, R., Harris, D. A., Henry, S., Jena, S., Jena, D., Kleykamp, J., Kordosky, M., Last, D., Le, T., Lu, X. -G., Maher, E., Manly, S., Mann, W. A., Marshall, C. M., McFarland, K. S., Messerly, B., Miller, J., Morfín, J. G., Mousseau, J., Naples, D., Nelson, J. K., Nguyen, C., Norrick, A., Nuruzzaman,, Paolone, V., Perdue, G. N., Ramírez, M. A., Ransome, R. D., Ray, H., Rimal, D., Rodrigues, P. A., Ruterbories, D., Schellman, H., Solano Salinas, C. J., Su, H., Sultana, M., Syrotenko, V. S., Valencia, E., Wolcott, J., Wospakrik, M., Yaeggy, B., Zazueta, L., Zhang, D., and MINERvA Collaboration. Tuning the genie pion production model with MINERvA data.  United States: N. p., 2019. 
Web.  doi:10.1103/PhysRevD.100.072005.

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                    Stowell, P., Pickering, L., Wilkinson, C., Wret, C., Akbar, F., Andrade, D. A., Ascencio, M. V., Bellantoni, L., Bercellie, A., Betancourt, M., Bodek, A., Bravar, A., Budd, H., Caceres, G., Cai, T., Carneiro, M. F., Chaves, J., da Motta, H., Dytman, S. A., Díaz, G. A., Felix, J., Fields, L., Filkins, A., Fine, R., Fiza, N., Galindo, R., Gallagher, H., Ghosh, A., Gran, R., Harris, D. A., Henry, S., Jena, S., Jena, D., Kleykamp, J., Kordosky, M., Last, D., Le, T., Lu, X. -G., Maher, E., Manly, S., Mann, W. A., Marshall, C. M., McFarland, K. S., Messerly, B., Miller, J., Morfín, J. G., Mousseau, J., Naples, D., Nelson, J. K., Nguyen, C., Norrick, A., Nuruzzaman,, Paolone, V., Perdue, G. N., Ramírez, M. A., Ransome, R. D., Ray, H., Rimal, D., Rodrigues, P. A., Ruterbories, D., Schellman, H., Solano Salinas, C. J., Su, H., Sultana, M., Syrotenko, V. S., Valencia, E., Wolcott, J., Wospakrik, M., Yaeggy, B., Zazueta, L., Zhang, D., & MINERvA Collaboration. Tuning the genie pion production model with MINERvA data.  United States.  https://doi.org/10.1103/PhysRevD.100.072005

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                    Stowell, P., Pickering, L., Wilkinson, C., Wret, C., Akbar, F., Andrade, D. A., Ascencio, M. V., Bellantoni, L., Bercellie, A., Betancourt, M., Bodek, A., Bravar, A., Budd, H., Caceres, G., Cai, T., Carneiro, M. F., Chaves, J., da Motta, H., Dytman, S. A., Díaz, G. A., Felix, J., Fields, L., Filkins, A., Fine, R., Fiza, N., Galindo, R., Gallagher, H., Ghosh, A., Gran, R., Harris, D. A., Henry, S., Jena, S., Jena, D., Kleykamp, J., Kordosky, M., Last, D., Le, T., Lu, X. -G., Maher, E., Manly, S., Mann, W. A., Marshall, C. M., McFarland, K. S., Messerly, B., Miller, J., Morfín, J. G., Mousseau, J., Naples, D., Nelson, J. K., Nguyen, C., Norrick, A., Nuruzzaman,, Paolone, V., Perdue, G. N., Ramírez, M. A., Ransome, R. D., Ray, H., Rimal, D., Rodrigues, P. A., Ruterbories, D., Schellman, H., Solano Salinas, C. J., Su, H., Sultana, M., Syrotenko, V. S., Valencia, E., Wolcott, J., Wospakrik, M., Yaeggy, B., Zazueta, L., Zhang, D., and MINERvA Collaboration. Mon .  
"Tuning the genie pion production model with MINERvA data".  United States.  https://doi.org/10.1103/PhysRevD.100.072005.

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@article{osti_1606074,

  title        = {Tuning the genie pion production model with MINERvA data},

  author       = {Stowell, P. and Pickering, L. and Wilkinson, C. and Wret, C. and Akbar, F. and Andrade, D. A. and Ascencio, M. V. and Bellantoni, L. and Bercellie, A. and Betancourt, M. and Bodek, A. and Bravar, A. and Budd, H. and Caceres, G. and Cai, T. and Carneiro, M. F. and Chaves, J. and da Motta, H. and Dytman, S. A. and Díaz, G. A. and Felix, J. and Fields, L. and Filkins, A. and Fine, R. and Fiza, N. and Galindo, R. and Gallagher, H. and Ghosh, A. and Gran, R. and Harris, D. A. and Henry, S. and Jena, S. and Jena, D. and Kleykamp, J. and Kordosky, M. and Last, D. and Le, T. and Lu, X. -G. and Maher, E. and Manly, S. and Mann, W. A. and Marshall, C. M. and McFarland, K. S. and Messerly, B. and Miller, J. and Morfín, J. G. and Mousseau, J. and Naples, D. and Nelson, J. K. and Nguyen, C. and Norrick, A. and Nuruzzaman, and Paolone, V. and Perdue, G. N. and Ramírez, M. A. and Ransome, R. D. and Ray, H. and Rimal, D. and Rodrigues, P. A. and Ruterbories, D. and Schellman, H. and Solano Salinas, C. J. and Su, H. and Sultana, M. and Syrotenko, V. S. and Valencia, E. and Wolcott, J. and Wospakrik, M. and Yaeggy, B. and Zazueta, L. and Zhang, D. and MINERvA Collaboration},

  abstractNote = {Faced with unresolved tensions between neutrino interaction measurements at few-GeV neutrino energies, current experiments are forced to accept large systematic uncertainties to cover discrepancies between their data and model predictions. The widely used pion production model in GENIE is compared to four MINER$ν$A charged current pion production measurements using NUISANCE. Tunings, i.e., adjustments of model parameters, to help match GENIE to MINER$ν$A and older bubble chamber data are presented. We find that scattering off nuclear targets as measured in MINER$ν$A is not in good agreement with expectations based upon scattering off nucleon (hydrogen or deuterium) targets in existing bubble chamber data. An additional ad hoc correction for the low-$Q^2$ region, where collective nuclear effects are expected to be large, is presented. While these tunings and corrections improve the agreement of GENIE with the data, the modeling is imperfect. The development of these tunings within the NUISANCE framework allows for straightforward extensions to other neutrino event generators and models, and allows omitting and including new datasets as they become available.},

  doi          = {10.1103/PhysRevD.100.072005},

  journal      = {Physical Review D},

  number       = 7,

  volume       = 100,

  place        = {United States},

  year         = {2019},

  month        = {10}

}

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TABLE I: Summary of the measurements used in this analysis. W_rec is the true reconstructed hadronic mass assuming the struck nucleon is at rest. None of the measurements veto on activity other than the $μ$ and $π$ in their signal definition, and all selections require 1.5 < E_ν < 20more »

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Works referencing / citing this record:

Measurement of the muon neutrino charged-current single $π^{+}$ production on hydrocarbon using the T2K off-axis near detector ND280
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Abe, K.; Akutsu, R.; Ali, A.
Physical Review D, Vol. 101, Issue 1
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Constraining the GENIE model of neutrino-induced single pion production using reanalyzed bubble chamber data

Journal Article Rodrigues, Philip ; Wilkinson, Callum ; McFarland, Kevin - European Physical Journal. C, Particles and Fields

The longstanding discrepancy between bubble chamber measurements of ν_μ-induced single pion production channels has led to large uncertainties in pion production cross section parameters for many years. We extend the reanalysis of pion production data in deuterium bubble chambers where this discrepancy is solved to include the ν_μn → μ^–pπ⁰ and ν_μn→μ^–nπ⁺ channels, and use the resulting data to fit the parameters of the GENIE pion production model. We find a set of parameters that can describe the bubble chamber data better than the GENIE default parameters, and provide updated central values and reduced uncertainties for use in neutrino oscillationmore »« less
Cited by 12
https://doi.org/10.1140/epjc/s10052-016-4314-3
Double-differential inclusive charged-current $ν_{μ}$ cross sections on hydrocarbon in MINERvA at $(E_{ν}) ~ 3.5 GeV$

Journal Article Filkins, A. ; Ruterbories, D. ; Liu, Y. ; ... - Physical Review D

MINERvA reports inclusive charged-current cross sections for muon neutrinos on hydrocarbon in the NuMI beamline. We measured the double-differential cross section in terms of the longitudinal and transverse muon momenta, as well as the single-differential cross sections in those variables. The data used in this analysis correspond to an exposure of 3.34×10^{20}protons on target with a peak neutrino energy of approximately 3.5 GeV. Measurements are compared to the GENIE, NuWro and GiBUU neutrino cross-section predictions, as well as a version of GENIE modified to produce better agreement with prior exclusive MINERvA measurements. None of the models or variants were ablemore »« less
https://doi.org/10.1103/PhysRevD.101.112007
Measurement of ${\bar{ν}}_{μ}$ charged-current single $π^{-}$ production on hydrocarbon in the few-GeV region using MINERvA

Journal Article Le, T. ; Akbar, F. ; Aliaga, L. ; ... - Physical Review D

The antineutrino scattering channelmore »« less
https://doi.org/10.1103/PhysRevD.100.052008
Measurement of inclusive charged-current $ν_{μ}$ cross sections as a function of muon kinematics at $⟨ E_{ν} ⟩ \sim 6 GeV$ on hydrocarbon

Journal Article Ruterbories, D. ; Filkins, A. ; Ahmad Dar, Z. ; ... - Physical Review D

MINERvA presents a new analysis of inclusive charged-current neutrino interactions on a hydrocarbon target. We report single and double-differential cross sections in muon transverse and longitudinal momentum. These measurements are compared to neutrino interaction generator predictions from GENIE, NuWro, GiBUU, and NEUT. In addition, comparisons against models with different treatments of multinucleon correlations, nuclear effects, resonant pion production, and deep inelastic scattering are presented. The data recorded corresponds to 10.61 × 10²⁰ protons on target with a peak neutrino energy of approximately 6 GeV. The higher energy and larger statistics of these data extend the kinematic range for model testingmore »« less
https://doi.org/10.1103/PhysRevD.104.092007
Nucleon binding energy and transverse momentum imbalance in neutrino-nucleus reactions

Journal Article Cai, T. ; Lu, X. -G. ; Harewood, L. A. ; ... - Physical Review D

We have measured new observables based on the final state kinematic imbalances in the mesonless production ofmore »« less
Cited by 2
https://doi.org/10.1103/PhysRevD.101.092001

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Title: Tuning the genie pion production model with MINERvA data

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Partially conserved axial vector current and coherent pion production by low energy neutrinos journal, March 2009

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Lepton mass effects in weak charged current single pion production journal, March 2008

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Study of ν d → μ − p p s and ν d → μ − Δ + + ( 1232 ) n s using the BNL 7-foot deuterium-filled bubble chamber journal, September 1990

Reanalysis of bubble chamber measurements of muon-neutrino induced single pion production journal, December 2014

Study of neutrino interactions in hydrogen and deuterium. II. Inelastic charged-current reactions journal, May 1979

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Photo-, electro-, and weak single-pion production in the (3,3) resonance region journal, November 1968

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Neutrino-nucleus quasi-elastic and 2p2h interactions up to 10 GeV journal, December 2013

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Study of quasielastic scattering using charged-current ν μ -iron interactions in the MINOS near detector journal, January 2015

A hadronization model for few-GeV neutrino interactions journal, August 2009

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Nuclear effects in neutrino production of Δ at intermediate energies journal, January 1998

Neutrino reactions on nuclear targets journal, June 1972

The GENIE neutrino Monte Carlo generator journal, February 2010

Extended partial-wave analysis of π N scattering data journal, October 2006

Constraining the GENIE model of neutrino-induced single pion production using reanalyzed bubble chamber data journal, August 2016

Higher twist, w scaling, and effective LO PDFs for lepton scattering in the few GeV region journal, July 2003

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Single pion production in neutrino-nucleon interactions journal, January 2018

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Lepton mass effects in single pion production by neutrinos journal, December 2007

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Measurement of the muon antineutrino double-differential cross section for quasielastic-like scattering on hydrocarbon at $E_{ν} \sim 3.5 GeV$
journal, March 2018

Design, calibration, and performance of the MINERvA detector
journal, April 2014

Electron- and neutrino-nucleus scattering from the quasielastic to the resonance region
journal, March 2009

NuSTEC 1 1Neutrino Scattering Theory Experiment Collaboration http://nustec.fnal.gov. White Paper: Status and challenges of neutrino–nucleus scattering
journal, May 2018

Testing charged current quasi-elastic and multinucleon interaction models in the NEUT neutrino interaction generator with published datasets from the MiniBooNE and MINERνA experiments
journal, April 2016

Single pion production in charged current $$\bar vD$$ interactions at high energies
journal, June 1983

Cross sections for $ν_{μ}$ and ${\bar{ν}}_{μ}$ induced pion production on hydrocarbon in the few-GeV region using MINERvA
journal, September 2016

Charged-current exclusive pion production in neutrino-deuterium interactions
journal, November 1986

Towards a unified model of neutrino-nucleus reactions for neutrino oscillation experiments
journal, April 2017

Inclusive charged-current neutrino-nucleus reactions
journal, April 2011

Inclusive quasielastic charged-current neutrino-nucleus reactions
journal, November 2004

Progress in Measurements of 0.1–10 GeV Neutrino–Nucleus Scattering and Anticipated Results from Future Experiments
journal, October 2018

Charged pion production in $ν_{μ}$ interactions on hydrocarbon at $⟨ E_{ν} ⟩ = 4.0 GeV$
journal, November 2015

Partially conserved axial vector current and coherent pion production by low energy neutrinos
journal, March 2009

Minuit - a system for function minimization and analysis of the parameter errors and correlations
journal, December 1975

Lepton mass effects in weak charged current single pion production
journal, March 2008

Neutrino flux predictions for the NuMI beam
journal, November 2016

Measurement of $ν_{μ}$ charged-current single $π^{0}$ production on hydrocarbon in the few-GeV region using MINERvA
journal, October 2017

Study of $ν d \to μ^{-} p p_{s}$ and $ν d \to μ^{-} Δ^{+ +} (1232) n_{s}$ using the BNL 7-foot deuterium-filled bubble chamber
journal, September 1990

Reanalysis of bubble chamber measurements of muon-neutrino induced single pion production
journal, December 2014

Study of neutrino interactions in hydrogen and deuterium. II. Inelastic charged-current reactions
journal, May 1979

Study of the Reactions $ν p \to μ^{-} Δ^{+ +}$ at High Energies and Comparisons with Theory
journal, October 1978

Neutrino-induced one-pion production revisited: The $ν_{μ} n \to μ^{-} n π^{+}$ channel
journal, March 2017

Study of single-pion production by weak charged currents in low-energy $ν d$ interactions
journal, March 1982

Photo-, electro-, and weak single-pion production in the (3,3) resonance region
journal, November 1968

Muon-neutrino-induced charged-current pion production on nuclei
journal, July 2017

Neutrino-nucleus quasi-elastic and 2p2h interactions up to 10 GeV
journal, December 2013

Measurement of total and differential cross sections of neutrino and antineutrino coherent $π^{\pm}$ production on carbon
journal, February 2018

Coherent π0 production in neutrino reactions
journal, August 1983

Study of quasielastic scattering using charged-current $ν_{μ}$ -iron interactions in the MINOS near detector
journal, January 2015

A hadronization model for few-GeV neutrino interactions
journal, August 2009

Delta self-energy in nuclear matter
journal, July 1987

Fermi-motion effects in deep-inelastic lepton scattering from nuclear targets
journal, March 1981

A brief introduction to PYTHIA 8.1
journal, June 2008

Transport-theoretical description of nuclear reactions
journal, March 2012

Measurement of neutrino-induced charged-current charged pion production cross sections on mineral oil at $E_{ν} \sim 1 GeV$
journal, March 2011

The nuance neutrino physics simulation, and the future
journal, November 2002

Measurement of $ν_{μ}$ -induced charged-current neutral pion production cross sections on mineral oil at $E_{ν} \in 0.5 - 2.0 GeV$
journal, March 2011

The NEUGEN neutrino event generator
journal, November 2002

Single π+ production in charged current neutrino-hydrogen interactions
journal, December 1980

Nuclear effects in neutrino production of Δ at intermediate energies
journal, January 1998

Neutrino reactions on nuclear targets
journal, June 1972

The GENIE neutrino Monte Carlo generator
journal, February 2010

Extended partial-wave analysis of $π N$ scattering data
journal, October 2006

Constraining the GENIE model of neutrino-induced single pion production using reanalyzed bubble chamber data
journal, August 2016

Higher twist, _w scaling, and effective LO PDFs for lepton scattering in the few GeV region
journal, July 2003

NUISANCE: a neutrino cross-section generator tuning and comparison framework
journal, January 2017

Pion production within the hybrid relativistic plane wave impulse approximation model at MiniBooNE and MINERvA kinematics
journal, January 2018

Single pion production in neutrino-nucleon interactions
journal, January 2018

Scaling of multiplicity distributions in high energy hadron collisions
journal, January 1972

Lepton mass effects in single pion production by neutrinos
journal, December 2007

Neutrino-excitation of baryon resonances and single pion production
journal, April 1981

Measurement of the muon neutrino charged-current single $π^{+}$ production on hydrocarbon using the T2K off-axis near detector ND280
journal, January 2020