MicroBooNE Public Data Sets: a Collaborative Tool for LArTPC Software Development

被引:0
|
作者
Cerati, Giuseppe [1 ]
机构
[1] Fermilab Natl Accelerator Lab, Kirk & Pine St, Batavia, IL 60510 USA
关键词
D O I
10.1051/epjconf/202429508012
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Among liquid argon time projection chamber (LArTPC) experiments MicroBooNE is the one that continually took physics data for the longest time (2015-2021), and represents the state of the art for reconstruction and analysis with this detector. Recently published analyses include oscillation physics results, searches for anomalies and other BSM signatures, and cross section measurements. LArTPC detectors are being used in current experiments such as ICARUS and SBND, and being planned for future experiments such as DUNE. MicroBooNE has recently released to the public two of its data sets, with the goal of enabling collaborative software developments with other LArTPC experiments and with AI or computing experts. These data sets simulate neutrino interactions on top of off-beam data, which include cosmic ray background and noise. The data sets are released in two formats: the native art/ROOT format used internally by the collaboration and familiar to other LArTPC experts, and the HDF5 format which contains reduced and simplified content and is suitable for usage by the broader community. This contribution presents the open data sets, discusses their motivation, the technical implementation, and the extensive documentation - all inspired by FAIR principles. Finally, opportunities for collaborations are discussed.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Michel Electron Reconstruction Using the MicroBooNE LArTPC Cosmic Data
    Caratelli, David
    [J]. XXVII INTERNATIONAL CONFERENCE ON NEUTRINO PHYSICS AND ASTROPHYSICS (NEUTRINO2016), 2017, 888
  • [2] Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
    P. Abratenko
    R. An
    J. Anthony
    L. Arellano
    J. Asaadi
    A. Ashkenazi
    S. Balasubramanian
    B. Baller
    C. Barnes
    G. Barr
    V. Basque
    L. Bathe-Peters
    O. Benevides Rodrigues
    S. Berkman
    A. Bhanderi
    A. Bhat
    M. Bishai
    A. Blake
    T. Bolton
    J. Y. Book
    L. Camilleri
    D. Caratelli
    I. Caro Terrazas
    F. Cavanna
    G. Cerati
    Y. Chen
    D. Cianci
    J. M. Conrad
    M. Convery
    L. Cooper-Troendle
    J. I. Crespo-Anadón
    M. Del Tutto
    S. R. Dennis
    P. Detje
    A. Devitt
    R. Diurba
    R. Dorrill
    K. Duffy
    S. Dytman
    B. Eberly
    A. Ereditato
    J. J. Evans
    R. Fine
    G. A. Fiorentini Aguirre
    R. S. Fitzpatrick
    B. T. Fleming
    N. Foppiani
    D. Franco
    A. P. Furmanski
    D. Garcia-Gamez
    [J]. The European Physical Journal C, 82
  • [3] Novel approach for evaluating detector-related uncertainties in a LArTPC using MicroBooNE data
    Abratenko, P.
    An, R.
    Anthony, J.
    Arellano, L.
    Asaadi, J.
    Ashkenazi, A.
    Balasubramanian, S.
    Baller, B.
    Barnes, C.
    Barr, G.
    Basque, V
    Bathe-Peters, L.
    Rodrigues, O. Benevides
    Berkman, S.
    Bhanderi, A.
    Bhat, A.
    Bishai, M.
    Blake, A.
    Bolton, T.
    Book, J. Y.
    Camilleri, L.
    Caratelli, D.
    Terrazas, I. Caro
    Cavanna, F.
    Cerati, G.
    Chen, Y.
    Cianci, D.
    Conrad, J. M.
    Convery, M.
    Cooper-Troendle, L.
    Crespo-Anadon, J., I
    Del Tutto, M.
    Dennis, S. R.
    Detje, P.
    Devitt, A.
    Diurba, R.
    Dorrill, R.
    Duffy, K.
    Dytman, S.
    Eberly, B.
    Ereditato, A.
    Evans, J. J.
    Fine, R.
    Aguirre, G. A. Fiorentini
    Fitzpatrick, R. S.
    Fleming, B. T.
    Foppiani, N.
    Franco, D.
    Furmanski, A. P.
    Garcia-Gamez, D.
    [J]. EUROPEAN PHYSICAL JOURNAL C, 2022, 82 (05):
  • [4] Michel electron reconstruction using cosmic-ray data from the MicroBooNE LArTPC
    Acciarri, R.
    Adams, C.
    An, R.
    Anthony, J.
    Asaadi, J.
    Auger, M.
    Bagby, L.
    Balasubramanian, S.
    Baller, B.
    Barnes, C.
    Barr, G.
    Bass, M.
    Bay, F.
    Bishai, M.
    Blake, A.
    Bolton, T.
    Bugel, L.
    Camilleri, L.
    Caratelli, D.
    Carls, B.
    Fernandez, R. Castillo
    Cavanna, F.
    Chen, H.
    Church, E.
    Cianci, D.
    Cohen, E.
    Collin, G. H.
    Conrad, J. M.
    Convery, M.
    Crespo-Anadon, J. I.
    Del Tutto, M.
    Devitt, D.
    Dytman, S.
    Eberly, B.
    Ereditato, A.
    Sanchez, L. Escudero
    Esquivel, J.
    Fleming, B. T.
    Foreman, W.
    Furmanski, A. P.
    Garcia-Gamez, D.
    Garvey, G. T.
    Genty, V.
    Goeldi, D.
    Gollapinni, S.
    Graf, N.
    Gramellini, E.
    Greenlee, H.
    Grosso, R.
    Guenette, R.
    [J]. JOURNAL OF INSTRUMENTATION, 2017, 12
  • [5] Essboard: a collaborative tool for using Essence in software development
    Quintanilla-Perez, Diana
    Mauricio-Delgadillo, Arthur
    Mauricio-Sanchez, David
    [J]. PROCEEDINGS OF 2019 IEEE 10TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2019), 2019, : 20 - 23
  • [6] A Tool for the Analysis of Social Networks in Collaborative Software Development
    Schwind, Michael
    Schenk, Andreas
    Schneider, Michael
    [J]. 43RD HAWAII INTERNATIONAL CONFERENCE ON SYSTEMS SCIENCES VOLS 1-5 (HICSS 2010), 2010, : 689 - 698
  • [7] Development and analysis of a software tool for stitching three-dimensional surface topography data sets
    Marinello, F.
    Bariani, P.
    De Chiffre, L.
    Hansen, H. N.
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2007, 18 (05) : 1404 - 1412
  • [8] Development of a collaborative tool for data valorisation in SMEs
    Toumelin, A.
    Agard, B.
    Leduc, M.
    [J]. IFAC PAPERSONLINE, 2022, 55 (10): : 2054 - 2059
  • [9] INTEGRATED TOOL SETS SIMPLIFY SOFTWARE CROSS-DEVELOPMENT
    TERRY, C
    [J]. EDN, 1988, 33 (14) : 252 - 257
  • [10] A tool to improve requirements review in collaborative software development platforms
    Azmeh, Zeina
    Mirbel, Isabelle
    El Jiani, Laila
    [J]. 2014 IEEE EIGHTH INTERNATIONAL CONFERENCE ON RESEARCH CHALLENGES IN INFORMATION SCIENCE (RCIS), 2014,