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Title: Search for an anomalous excess of charged-current quasielastic ν e interactions with the MicroBooNE experiment using Deep-Learning-based reconstruction

Journal Article · · Physical Review D
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Not Available

Research Organization:
Brookhaven National Laboratory (BNL), Upton, NY (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Los Alamos National Laboratory (LANL), Los Alamos, NM (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Univ. of Michigan, Ann Arbor, MI (United States); Virginia Polytechnic Inst. and State Univ. (Virginia Tech), Blacksburg, VA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), High Energy Physics (HEP); USDOE Office of Science (SC), Nuclear Physics (NP)
Contributing Organization:
MicroBooNE Collaboration
Grant/Contract Number:
AC02-07CH11359; AC02-76SF00515; SC0007859; SC0023471
OSTI ID:
1872252
Report Number(s):
FERMILAB-PUB-21-507-ND; arXiv:2110.14080; 112003
Journal Information:
Physical Review D, Journal Name: Physical Review D Journal Issue: 11 Vol. 105; ISSN PRVDAQ; ISSN 2470-0010
Publisher:
American Physical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (56)

Cholesky factorization journal June 2009
Electromagnetic properties and decays of Dirac and Majorana neutrinos in a general class of gauge theories journal October 1982
Geant4—a simulation toolkit
  • Agostinelli, S.; Allison, J.; Amako, K.
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 506, Issue 3 https://doi.org/10.1016/S0168-9002(03)01368-8
journal July 2003
Confidence level computation for combining searches with small statistics journal September 1999
The GENIE neutrino Monte Carlo generator
  • Andreopoulos, C.; Bell, A.; Bhattacharya, D.
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 614, Issue 1 https://doi.org/10.1016/j.nima.2009.12.009
journal February 2010
Combined Neyman–Pearson chi-square: An improved approximation to the Poisson-likelihood chi-square
  • Ji, Xiangpan; Gu, Wenqiang; Qian, Xin
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 961 https://doi.org/10.1016/j.nima.2020.163677
journal May 2020
Where are we with light sterile neutrinos? journal September 2020
NuSTEC 1 1Neutrino Scattering Theory Experiment Collaboration http://nustec.fnal.gov.  White Paper: Status and challenges of neutrino–nucleus scattering journal May 2018
NC π[sup 0] Production in the MiniBooNE Antineutrino Data
  • Nguyen, V. T.; Yasuda, Osamu; Mondal, Naba
  • NEUTRINO FACTORIES, SUPERBEAMS AND BETABEAMS: 9th International Workshop on Neutrino Factories, Superbeams, and Betabeams, AIP Conference Proceedings https://doi.org/10.1063/1.2898950
conference January 2008
Single photon production induced by (anti)neutrino neutral current scattering on nucleons and nuclear targets conference January 2015
The neutrino magnetic moment portal: cosmology, astrophysics, and direct detection journal January 2021
Design and construction of the MicroBooNE detector journal February 2017
Convolutional neural networks applied to neutrino events in a liquid argon time projection chamber journal March 2017
Noise Characterization and Filtering in the MicroBooNE Liquid Argon TPC journal August 2017
Ionization electron signal processing in single phase LArTPCs. Part I. Algorithm Description and quantitative evaluation with MicroBooNE simulation journal July 2018
Ionization electron signal processing in single phase LArTPCs. Part II. Data/simulation comparison and performance in MicroBooNE journal July 2018
Reconstruction and measurement of 𝒪 (100) MeV energy electromagnetic activity from π 0 arrow γγ decays in the MicroBooNE LArTPC journal February 2020
Vertex-finding and reconstruction of contained two-track neutrino events in the MicroBooNE detector journal February 2021
Neutrino event selection in the MicroBooNE liquid argon time projection chamber using Wire-Cell 3D imaging, clustering, and charge-light matching journal June 2021
Geant4Reweight: a framework for evaluating and propagating hadronic interaction uncertainties in Geant4 journal August 2021
Electromagnetic shower reconstruction and energy validation with Michel electrons and π 0 samples for the deep-learning-based analyses in MicroBooNE journal December 2021
A Bagging-GBDT ensemble learning model for city air pollutant concentration prediction journal February 2019
Cosmic Ray Background Rejection with Wire-Cell LArTPC Event Reconstruction in the MicroBooNE Detector journal June 2021
Argon spectral function and neutrino interactions journal November 2006
Inclusive charged-current neutrino-nucleus reactions journal April 2011
Updated MiniBooNE neutrino oscillation results with increased data and new background studies journal March 2021
Semantic segmentation with a sparse convolutional neural network for event reconstruction in MicroBooNE journal March 2021
Convolutional neural network for multiple particle identification in the MicroBooNE liquid argon time projection chamber journal May 2021
Measurement of the flux-averaged inclusive charged-current electron neutrino and antineutrino cross section on argon using the NuMI beam and the MicroBooNE detector journal September 2021
Neutrino-nucleon cross-section model tuning in GENIE v3 journal October 2021
Explaining the MiniBooNE excess through a mixed model of neutrino oscillation and decay journal November 2021
New CC 0 π GENIE model tune for MicroBooNE journal April 2022
Search for an anomalous excess of charged-current ν e interactions without pions in the final state with the MicroBooNE experiment journal June 2022
Search for an anomalous excess of inclusive charged-current ν e interactions in the MicroBooNE experiment using Wire-Cell reconstruction journal June 2022
Unified approach to the classical statistical analysis of small signals journal April 1998
Electric charge and magnetic moment of a massive neutrino journal April 2004
Sterile neutrinos as subdominant warm dark matter journal November 2007
Neutrino flux prediction at MiniBooNE journal April 2009
First measurement of the muon neutrino charged current quasielastic double differential cross section journal May 2010
Differences in quasielastic cross sections of muon and electron neutrinos journal September 2012
Assessing the role of nuclear effects in the interpretation of the MiniBooNE low-energy anomaly journal April 2016
Measurement of double-differential muon neutrino charged-current interactions on C 8 H 8 without pions in the final state using the T2K off-axis beam journal June 2016
Dipole portal to heavy neutral leptons journal December 2018
Deep neural network for pixel-level electromagnetic particle identification in the MicroBooNE liquid argon time projection chamber journal May 2019
Significant Excess of Electronlike Events in the MiniBooNE Short-Baseline Neutrino Experiment journal November 2018
First Measurement of Inclusive Muon Neutrino Charged Current Differential Cross Sections on Argon at E ν ∼ 0.8     GeV with the MicroBooNE Detector journal September 2019
Search for Neutrino-Induced Neutral-Current Δ Radiative Decay in MicroBooNE and a First Test of the MiniBooNE Low Energy Excess under a Single-Photon Hypothesis journal March 2022
Search for an Excess of Electron Neutrino Interactions in MicroBooNE Using Multiple Final-State Topologies journal June 2022
Magnetic Moment of a Massive Neutrino and Neutrino-Spin Rotation journal September 1980
Search for Electron Neutrino Appearance at the Δ m 2 ∼ 1     eV 2 Scale journal June 2007
Neutrino electromagnetic interactions: A window to new physics journal June 2015
A High Accuracy Integrated Bagging-Fuzzy-GBDT Prediction Algorithm for Heart Disease Diagnosis conference August 2019
Stochastic Processes and Statistical Physics journal July 1949
A Reliable Data-Based Bandwidth Selection Method for Kernel Density Estimation journal July 1991
Non-Parametric Estimation of a Multivariate Probability Density journal January 1969
Recent highlights from GENIE v3 journal December 2021