002286065 001__ 2286065
002286065 003__ SzGeCERN
002286065 005__ 20221121095804.0
002286065 0248_ $$aoai:cds.cern.ch:2286065$$pcerncds:FULLTEXT$$popenaire
002286065 0247_ $$2DOI$$a10.1140/epjc/s10052-017-5481-6
002286065 035__ $$9arXiv$$aoai:arXiv.org:1611.07131
002286065 035__ $$9Inspire$$a1615469
002286065 037__ $$aAIDA-2020-PUB-2017-002
002286065 037__ $$aarXiv:1708.03135
002286065 037__ $$aFERMILAB-PUB-17-306-ND
002286065 041__ $$aeng
002286065 100__ $$aAcciarri, R.$$uFNAL
002286065 245__ $$aThe Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector
002286065 269__ $$aGeneva$$bCERN$$c2017-08-10
002286065 260__ $$c2018
002286065 300__ $$a25 p
002286065 520__ $$aThe development and operation of Liquid-Argon Time-Projection Chambers for neutrino physics has created a need for new approaches to pattern recognition in order to fully exploit the imaging capabilities offered by this technology. Whereas the human brain can excel at identifying features in the recorded events, it is a significant challenge to develop an automated, algorithmic solution. The Pandora Software Development Kit provides functionality to aid the design and implementation of pattern-recognition algorithms. It promotes the use of a multi-algorithm approach to pattern recognition, in which individual algorithms each address a specific task in a particular topology. Many tens of algorithms then carefully build up a picture of the event and, together, provide a robust automated pattern-recognition solution. This paper describes details of the chain of over one hundred Pandora algorithms and tools used to reconstruct cosmic-ray muon and neutrino events in the MicroBooNE detector. Metrics that assess the current pattern-recognition performance are presented for simulated MicroBooNE events, using a selection of final-state event topologies.
002286065 536__ $$aFP7$$c654168$$fAIDA-2020$$ropenAccess
002286065 540__ $$3publication$$aCC-BY-4.0$$fSCOAP3$$uhttp://creativecommons.org/licenses/by/4.0/
002286065 542__ $$3publication$$dThe Author(s)$$g2018
002286065 595__ $$aCERN Invenio WebSubmit$$bGENEU$$c0.1
002286065 595__ $$aCDS
002286065 65017 $$2SzGeCERN$$aDetectors and Experimental Techniques
002286065 65017 $$2AIDA-2020$$a3: Advanced software$$bWP
002286065 690C_ $$aAIDA-2020
002286065 690C_ $$aAIDA-2020PUB
002286065 700__ $$aAdams, C.$$uYale University, Harvard University
002286065 700__ $$aAn, R.$$uIIT
002286065 700__ $$aAnthony, J.$$uUCAM
002286065 700__ $$aAsaadi, J.$$uUniversity of Texas
002286065 700__ $$aAuger, M.$$uUniversität Bern
002286065 700__ $$aBagby, L.$$uFNAL
002286065 700__ $$aBalasubramanian, S.$$uCenter for Neutrino Physics, Virginia Tech
002286065 700__ $$aBaller, B.$$uFNAL
002286065 700__ $$aBarnes, C.$$uUniversity of Michigan
002286065 700__ $$aBarr, G.$$uUOXF
002286065 700__ $$aBass, M.$$uUOXF
002286065 700__ $$aBay, F.$$uTUBITAK Space Technologies Research Institute
002286065 700__ $$aBishai, M.$$uBNL
002286065 700__ $$aBlake, A.$$uULANC
002286065 700__ $$aBolton, T.$$uKSU
002286065 700__ $$aCamilleri, L.$$uColumbia University
002286065 700__ $$aCaratelli, D.$$uColumbia University
002286065 700__ $$aCarls, B.$$uFNAL
002286065 700__ $$aCastillo Fernandez, R.$$uFNAL
002286065 700__ $$aCavanna, F.$$uFNAL
002286065 700__ $$aChen, H.$$uBNL
002286065 700__ $$aChurch, E.$$uPNNL
002286065 700__ $$aCianci, D.$$uUNIMAN, Columbia University
002286065 700__ $$aCohen, E.$$uTAU
002286065 700__ $$aCollin, G. H.$$uMIT
002286065 700__ $$aConrad, J. M.$$uMIT
002286065 700__ $$aConvery, M.$$uSLAC
002286065 700__ $$aCrespo-Anadón, J. I.$$uColumbia University
002286065 700__ $$aDel Tutto, M.$$uUOXF
002286065 700__ $$aDevitt, D.$$uULANC
002286065 700__ $$aDytman, S.$$uUniversity of Pittsburgh
002286065 700__ $$aEberly, B.$$uSLAC
002286065 700__ $$aEreditato, A.$$uUniversität Bern
002286065 700__ $$aEscudero Sanchez, L.$$uUCAM
002286065 700__ $$aEsquivel, J.$$uSyracuse University
002286065 700__ $$aFadeeva, A. A.$$uColumbia University
002286065 700__ $$aFleming, B. T.$$uYale University
002286065 700__ $$aForeman, W.$$uUniversity of Chicago
002286065 700__ $$aFurmanski, A. P.$$uUNIMAN
002286065 700__ $$aGarcia-Gamez, D.$$uUNIMAN
002286065 700__ $$aGarvey, G. T.$$uLANL
002286065 700__ $$aGenty, V.$$uColumbia University
002286065 700__ $$aGoeldi, D.$$uUniversität Bern
002286065 700__ $$aGollapinni, S.$$uKSU, University of Tennessee
002286065 700__ $$aGraf, N.$$uUniversity of Pittsburgh
002286065 700__ $$aGramellini, E.$$uYale University
002286065 700__ $$aGreenlee, H.$$uFNAL
002286065 700__ $$aGrosso, R.$$uUniversity of Cincinnati
002286065 700__ $$aGuenette, R.$$uUOXF, Harvard University
002286065 700__ $$aHackenburg, A.$$uYale University
002286065 700__ $$aHamilton, P.$$uSyracuse University
002286065 700__ $$aHen, O.$$uMIT
002286065 700__ $$aHewes, J.$$uUNIMAN
002286065 700__ $$aHill, C.$$uUNIMAN
002286065 700__ $$aHo, J.$$uUniversity of Chicago
002286065 700__ $$aHorton-Smith, G.$$uKSU
002286065 700__ $$aHourlier, A.$$uMIT
002286065 700__ $$aHuang, E.-C.$$uLANL
002286065 700__ $$aJames, C.$$uFNAL
002286065 700__ $$aJan de Vries, J.$$uUCAM
002286065 700__ $$aJen, C.-M.$$uCenter for Neutrino Physics, Virginia Tech
002286065 700__ $$aJiang, L.$$uUniversity of Pittsburgh
002286065 700__ $$aJohnson, R. A.$$uUniversity of Cincinnati
002286065 700__ $$aJoshi, J.$$uBNL
002286065 700__ $$aJostlein, H.$$uFNAL
002286065 700__ $$aKaleko, D.$$uColumbia University
002286065 700__ $$aKaragiorgi, G.$$uUNIMAN, Columbia University
002286065 700__ $$aKetchum, W.$$uFNAL
002286065 700__ $$aKirby, B.$$uBNL
002286065 700__ $$aKirby, M.$$uFNAL
002286065 700__ $$aKobilarcik, T.$$uFNAL
002286065 700__ $$aKreslo, I.$$uUniversität Bern
002286065 700__ $$aLaube, A.$$uUOXF
002286065 700__ $$aLi, Y.$$uBNL
002286065 700__ $$aLister, A.$$uULANC
002286065 700__ $$aLittlejohn, B. R.$$uIIT
002286065 700__ $$aLockwitz, S.$$uFNAL
002286065 700__ $$aLorca, D.$$uUniversität Bern
002286065 700__ $$aLouis, W. C.$$uLANL
002286065 700__ $$aLuethi, M.$$uUniversität Bern
002286065 700__ $$aLundberg, B.$$uFNAL
002286065 700__ $$aLuo, X.$$uYale University
002286065 700__ $$aMarchionni, A.$$uFNAL
002286065 700__ $$aMariani, C.$$uCenter for Neutrino Physics, Virginia Tech
002286065 700__ $$aMarshall, J.$$uUCAM
002286065 700__ $$aMartinez Caicedo, D. A.$$uIIT
002286065 700__ $$aMeddage, V.$$uKSU
002286065 700__ $$aMiceli, T.$$uNMSU
002286065 700__ $$aMills, G. B.$$uLANL
002286065 700__ $$aMoon, J.$$uMIT
002286065 700__ $$aMooney, M.$$uBNL
002286065 700__ $$aMoore, C. D.$$uFNAL
002286065 700__ $$aMousseau, J.$$uUniversity of Michigan
002286065 700__ $$aMurrells, R.$$uUNIMAN
002286065 700__ $$aNaples, D.$$uUniversity of Pittsburgh
002286065 700__ $$aNienaber, P.$$uSaint Mary's University of Minnesota
002286065 700__ $$aNowak, J.$$uULANC
002286065 700__ $$aPalamara, O.$$uFNAL
002286065 700__ $$aPaolone, V.$$uUniversity of Pittsburgh
002286065 700__ $$aPapavassiliou, V.$$uNMSU
002286065 700__ $$aPate, S. F.$$uNMSU
002286065 700__ $$aPavlovic, Z.$$uFNAL
002286065 700__ $$aPiasetzky, E.$$uTAU
002286065 700__ $$aPorzio, D.$$uUNIMAN
002286065 700__ $$aPulliam, G.$$uSyracuse University
002286065 700__ $$aQian, X.$$uBNL
002286065 700__ $$aRaaf, J. L.$$uFNAL
002286065 700__ $$aRafique, A.$$uKSU
002286065 700__ $$aRochester, L.$$uSLAC
002286065 700__ $$aRudolf von Rohr, C.$$uUniversität Bern
002286065 700__ $$aRussell, B.$$uYale University
002286065 700__ $$aSchmitz, D. W.$$uUniversity of Chicago
002286065 700__ $$aSchukraft, A.$$uFNAL
002286065 700__ $$aSeligman, W.$$uColumbia University
002286065 700__ $$aShaevitz, M. H.$$uColumbia University
002286065 700__ $$aSinclair, J.$$uUniversität Bern
002286065 700__ $$aSmith, A.$$uUCAM
002286065 700__ $$aSnider, E. L.$$uFNAL
002286065 700__ $$aSoderberg, M.$$uSyracuse University
002286065 700__ $$aSöldner-Rembold, S.$$uUNIMAN
002286065 700__ $$aSoleti, S. R.$$uUOXF
002286065 700__ $$aSpentzouris, P.$$uFNAL
002286065 700__ $$aSpitz, J.$$uUniversity of Michigan
002286065 700__ $$aSt. John, J.$$uUniversity of Cincinnati
002286065 700__ $$aStrauss, T.$$uFNAL
002286065 700__ $$aSzelc, A. M.$$uUNIMAN
002286065 700__ $$aTagg, N.$$uOtterbein University
002286065 700__ $$aTerao, K.$$uColumbia University, SLAC
002286065 700__ $$aThomson, M.$$uUCAM
002286065 700__ $$aToups, M.$$uFNAL
002286065 700__ $$aTsai, Y.-T.$$uSLAC
002286065 700__ $$aTufanli, S.$$uYale University
002286065 700__ $$aUsher, T.$$uSLAC
002286065 700__ $$aVan De Pontseele, W.$$uUOXF
002286065 700__ $$aVan de Water, R. G.$$uLANL
002286065 700__ $$aViren, B.$$uBNL
002286065 700__ $$aWeber, M.$$uUniversität Bern
002286065 700__ $$aWickremasinghe, D. A.$$uUniversity of Pittsburgh
002286065 700__ $$aWolbers, S.$$uFNAL
002286065 700__ $$aWongjirad, T.$$uMIT
002286065 700__ $$aWoodruff, K.$$uNMSU
002286065 700__ $$aYang, T.$$uFNAL
002286065 700__ $$aYates, L.$$uMIT
002286065 700__ $$aZeller, G. P.$$uFNAL
002286065 700__ $$aZennamo, J.$$uUniversity of Chicago
002286065 700__ $$aZhang, C.$$uBNL
002286065 710__ $$gMicroBooNE Collaboration
002286065 773__ $$c82$$n1$$pEur. Phys. J. C$$v78$$y2018
002286065 859__ [email protected]
002286065 8564_ $$81352437$$s2035398$$uhttp://cds.cern.ch/record/2286065/files/AIDA-2020-PUB-2017-002.pdf
002286065 8564_ $$81352437$$s13518$$uhttp://cds.cern.ch/record/2286065/files/AIDA-2020-PUB-2017-002.jpg?subformat=icon-$$xicon-
002286065 8564_ $$81352437$$s8442$$uhttp://cds.cern.ch/record/2286065/files/AIDA-2020-PUB-2017-002.gif?subformat=icon$$xicon
002286065 960__ $$a13
002286065 963__ $$aPUBLIC
002286065 980__ $$aARTICLE$$bAIDA-2020