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The Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector
The 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 rec...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer Berlin Heidelberg
2018
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6566216/ https://www.ncbi.nlm.nih.gov/pubmed/31258394 http://dx.doi.org/10.1140/epjc/s10052-017-5481-6 |
| _version_ | 1783426802417401856 |
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| author | 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. Camilleri, L. Caratelli, D. Carls, B. Castillo Fernandez, R. Cavanna, F. Chen, H. Church, E. Cianci, D. Cohen, E. Collin, G. H. Conrad, J. M. Convery, M. Crespo-Anadón, J. I. Del Tutto, M. Devitt, A. Dytman, S. Eberly, B. Ereditato, A. Escudero Sanchez, L. Esquivel, J. Fadeeva, A. A. 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. Hackenburg, A. Hamilton, P. Hen, O. Hewes, J. Hill, C. Ho, J. Horton-Smith, G. Hourlier, A. Huang, E.-C. James, C. Jan de Vries, J. Jen, C.-M. Jiang, L. Johnson, R. A. Joshi, J. Jostlein, H. Kaleko, D. Karagiorgi, G. Ketchum, W. Kirby, B. Kirby, M. Kobilarcik, T. Kreslo, I. Laube, A. Li, Y. Lister, A. Littlejohn, B. R. Lockwitz, S. Lorca, D. Louis, W. C. Luethi, M. Lundberg, B. Luo, X. Marchionni, A. Mariani, C. Marshall, J. Martinez Caicedo, D. A. Meddage, V. Miceli, T. Mills, G. B. Moon, J. Mooney, M. Moore, C. D. Mousseau, J. Murrells, R. Naples, D. Nienaber, P. Nowak, J. Palamara, O. Paolone, V. Papavassiliou, V. Pate, S. F. Pavlovic, Z. Piasetzky, E. Porzio, D. Pulliam, G. Qian, X. Raaf, J. L. Rafique, A. Rochester, L. Rudolf von Rohr, C. Russell, B. Schmitz, D. W. Schukraft, A. Seligman, W. Shaevitz, M. H. Sinclair, J. Smith, A. Snider, E. L. Soderberg, M. Söldner-Rembold, S. Soleti, S. R. Spentzouris, P. Spitz, J. St. John, J. Strauss, T. Szelc, A. M. Tagg, N. Terao, K. Thomson, M. Toups, M. Tsai, Y.-T. Tufanli, S. Usher, T. Van De Pontseele, W. Van de Water, R. G. Viren, B. Weber, M. Wickremasinghe, D. A. Wolbers, S. Wongjirad, T. Woodruff, K. Yang, T. Yates, L. Zeller, G. P. Zennamo, J. Zhang, C. |
| author_facet | 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. Camilleri, L. Caratelli, D. Carls, B. Castillo Fernandez, R. Cavanna, F. Chen, H. Church, E. Cianci, D. Cohen, E. Collin, G. H. Conrad, J. M. Convery, M. Crespo-Anadón, J. I. Del Tutto, M. Devitt, A. Dytman, S. Eberly, B. Ereditato, A. Escudero Sanchez, L. Esquivel, J. Fadeeva, A. A. 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. Hackenburg, A. Hamilton, P. Hen, O. Hewes, J. Hill, C. Ho, J. Horton-Smith, G. Hourlier, A. Huang, E.-C. James, C. Jan de Vries, J. Jen, C.-M. Jiang, L. Johnson, R. A. Joshi, J. Jostlein, H. Kaleko, D. Karagiorgi, G. Ketchum, W. Kirby, B. Kirby, M. Kobilarcik, T. Kreslo, I. Laube, A. Li, Y. Lister, A. Littlejohn, B. R. Lockwitz, S. Lorca, D. Louis, W. C. Luethi, M. Lundberg, B. Luo, X. Marchionni, A. Mariani, C. Marshall, J. Martinez Caicedo, D. A. Meddage, V. Miceli, T. Mills, G. B. Moon, J. Mooney, M. Moore, C. D. Mousseau, J. Murrells, R. Naples, D. Nienaber, P. Nowak, J. Palamara, O. Paolone, V. Papavassiliou, V. Pate, S. F. Pavlovic, Z. Piasetzky, E. Porzio, D. Pulliam, G. Qian, X. Raaf, J. L. Rafique, A. Rochester, L. Rudolf von Rohr, C. Russell, B. Schmitz, D. W. Schukraft, A. Seligman, W. Shaevitz, M. H. Sinclair, J. Smith, A. Snider, E. L. Soderberg, M. Söldner-Rembold, S. Soleti, S. R. Spentzouris, P. Spitz, J. St. John, J. Strauss, T. Szelc, A. M. Tagg, N. Terao, K. Thomson, M. Toups, M. Tsai, Y.-T. Tufanli, S. Usher, T. Van De Pontseele, W. Van de Water, R. G. Viren, B. Weber, M. Wickremasinghe, D. A. Wolbers, S. Wongjirad, T. Woodruff, K. Yang, T. Yates, L. Zeller, G. P. Zennamo, J. Zhang, C. |
| author_sort | Acciarri, R. |
| collection | PubMed |
| description | The 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. |
| format | Online Article Text |
| id | pubmed-6566216 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2018 |
| publisher | Springer Berlin Heidelberg |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-65662162019-06-28 The Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector 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. Camilleri, L. Caratelli, D. Carls, B. Castillo Fernandez, R. Cavanna, F. Chen, H. Church, E. Cianci, D. Cohen, E. Collin, G. H. Conrad, J. M. Convery, M. Crespo-Anadón, J. I. Del Tutto, M. Devitt, A. Dytman, S. Eberly, B. Ereditato, A. Escudero Sanchez, L. Esquivel, J. Fadeeva, A. A. 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. Hackenburg, A. Hamilton, P. Hen, O. Hewes, J. Hill, C. Ho, J. Horton-Smith, G. Hourlier, A. Huang, E.-C. James, C. Jan de Vries, J. Jen, C.-M. Jiang, L. Johnson, R. A. Joshi, J. Jostlein, H. Kaleko, D. Karagiorgi, G. Ketchum, W. Kirby, B. Kirby, M. Kobilarcik, T. Kreslo, I. Laube, A. Li, Y. Lister, A. Littlejohn, B. R. Lockwitz, S. Lorca, D. Louis, W. C. Luethi, M. Lundberg, B. Luo, X. Marchionni, A. Mariani, C. Marshall, J. Martinez Caicedo, D. A. Meddage, V. Miceli, T. Mills, G. B. Moon, J. Mooney, M. Moore, C. D. Mousseau, J. Murrells, R. Naples, D. Nienaber, P. Nowak, J. Palamara, O. Paolone, V. Papavassiliou, V. Pate, S. F. Pavlovic, Z. Piasetzky, E. Porzio, D. Pulliam, G. Qian, X. Raaf, J. L. Rafique, A. Rochester, L. Rudolf von Rohr, C. Russell, B. Schmitz, D. W. Schukraft, A. Seligman, W. Shaevitz, M. H. Sinclair, J. Smith, A. Snider, E. L. Soderberg, M. Söldner-Rembold, S. Soleti, S. R. Spentzouris, P. Spitz, J. St. John, J. Strauss, T. Szelc, A. M. Tagg, N. Terao, K. Thomson, M. Toups, M. Tsai, Y.-T. Tufanli, S. Usher, T. Van De Pontseele, W. Van de Water, R. G. Viren, B. Weber, M. Wickremasinghe, D. A. Wolbers, S. Wongjirad, T. Woodruff, K. Yang, T. Yates, L. Zeller, G. P. Zennamo, J. Zhang, C. Eur Phys J C Part Fields Regular Article - Experimental Physics The 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. Springer Berlin Heidelberg 2018-01-29 2018 /pmc/articles/PMC6566216/ /pubmed/31258394 http://dx.doi.org/10.1140/epjc/s10052-017-5481-6 Text en © The Author(s) 2018 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0 (https://creativecommons.org/licenses/by/4.0/) /), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. Funded by SCOAP3 |
| spellingShingle | Regular Article - Experimental Physics 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. Camilleri, L. Caratelli, D. Carls, B. Castillo Fernandez, R. Cavanna, F. Chen, H. Church, E. Cianci, D. Cohen, E. Collin, G. H. Conrad, J. M. Convery, M. Crespo-Anadón, J. I. Del Tutto, M. Devitt, A. Dytman, S. Eberly, B. Ereditato, A. Escudero Sanchez, L. Esquivel, J. Fadeeva, A. A. 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. Hackenburg, A. Hamilton, P. Hen, O. Hewes, J. Hill, C. Ho, J. Horton-Smith, G. Hourlier, A. Huang, E.-C. James, C. Jan de Vries, J. Jen, C.-M. Jiang, L. Johnson, R. A. Joshi, J. Jostlein, H. Kaleko, D. Karagiorgi, G. Ketchum, W. Kirby, B. Kirby, M. Kobilarcik, T. Kreslo, I. Laube, A. Li, Y. Lister, A. Littlejohn, B. R. Lockwitz, S. Lorca, D. Louis, W. C. Luethi, M. Lundberg, B. Luo, X. Marchionni, A. Mariani, C. Marshall, J. Martinez Caicedo, D. A. Meddage, V. Miceli, T. Mills, G. B. Moon, J. Mooney, M. Moore, C. D. Mousseau, J. Murrells, R. Naples, D. Nienaber, P. Nowak, J. Palamara, O. Paolone, V. Papavassiliou, V. Pate, S. F. Pavlovic, Z. Piasetzky, E. Porzio, D. Pulliam, G. Qian, X. Raaf, J. L. Rafique, A. Rochester, L. Rudolf von Rohr, C. Russell, B. Schmitz, D. W. Schukraft, A. Seligman, W. Shaevitz, M. H. Sinclair, J. Smith, A. Snider, E. L. Soderberg, M. Söldner-Rembold, S. Soleti, S. R. Spentzouris, P. Spitz, J. St. John, J. Strauss, T. Szelc, A. M. Tagg, N. Terao, K. Thomson, M. Toups, M. Tsai, Y.-T. Tufanli, S. Usher, T. Van De Pontseele, W. Van de Water, R. G. Viren, B. Weber, M. Wickremasinghe, D. A. Wolbers, S. Wongjirad, T. Woodruff, K. Yang, T. Yates, L. Zeller, G. P. Zennamo, J. Zhang, C. The Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector |
| title | The Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector |
| title_full | The Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector |
| title_fullStr | The Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector |
| title_full_unstemmed | The Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector |
| title_short | The Pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the MicroBooNE detector |
| title_sort | pandora multi-algorithm approach to automated pattern recognition of cosmic-ray muon and neutrino events in the microboone detector |
| topic | Regular Article - Experimental Physics |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6566216/ https://www.ncbi.nlm.nih.gov/pubmed/31258394 http://dx.doi.org/10.1140/epjc/s10052-017-5481-6 |
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thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT schukrafta thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT seligmanw thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT shaevitzmh thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT sinclairj thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT smitha thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT sniderel thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT soderbergm thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT soldnerrembolds thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT soletisr thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT spentzourisp thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT spitzj thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT stjohnj thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT strausst thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT szelcam thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT taggn thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT teraok thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT thomsonm thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT toupsm thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT tsaiyt thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT tufanlis thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT ushert thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT vandepontseelew thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT vandewaterrg thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT virenb thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT weberm thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT wickremasingheda thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT wolberss thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT wongjiradt thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT woodruffk thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT yangt thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT yatesl thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT zellergp thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT zennamoj thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT zhangc thepandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT acciarrir pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT adamsc pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT anr pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT anthonyj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT asaadij pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT augerm pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT bagbyl pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT balasubramanians pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT ballerb pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT barnesc pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT barrg pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT bassm pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT bayf pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT bishaim pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT blakea pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT boltont pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT camilleril pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT caratellid pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT carlsb pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT castillofernandezr pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT cavannaf pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT chenh pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT churche pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT ciancid pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT cohene pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT collingh pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT conradjm pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT converym pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT crespoanadonji pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT deltuttom pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT devitta pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT dytmans pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT eberlyb pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT ereditatoa pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT escuderosanchezl pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT esquivelj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT fadeevaaa pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT flemingbt pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT foremanw 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pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT hillc pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT hoj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT hortonsmithg pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT hourliera pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT huangec pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT jamesc pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT jandevriesj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT jencm pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT jiangl pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT johnsonra pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT joshij pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT jostleinh pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT kalekod pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT karagiorgig pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT ketchumw pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT kirbyb pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT kirbym pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT kobilarcikt pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT kresloi pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT laubea pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT liy pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT listera pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT littlejohnbr pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT lockwitzs pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT lorcad pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT louiswc pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT luethim pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT lundbergb pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT luox pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT marchionnia pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT marianic pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT marshallj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT martinezcaicedoda pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT meddagev pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT micelit pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT millsgb pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT moonj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT mooneym pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT moorecd pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT mousseauj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT murrellsr pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT naplesd pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT nienaberp pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT nowakj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT palamarao pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT paolonev pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT papavassiliouv pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT patesf pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT pavlovicz pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT piasetzkye pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT porziod pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT pulliamg pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT qianx pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT raafjl pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT rafiquea pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT rochesterl pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT rudolfvonrohrc pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT russellb pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT schmitzdw pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT schukrafta pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT seligmanw pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT shaevitzmh pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT sinclairj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT smitha pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT sniderel pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT soderbergm pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT soldnerrembolds pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT soletisr pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT spentzourisp pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT spitzj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT stjohnj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT strausst pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT szelcam pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT taggn pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT teraok pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT thomsonm pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT toupsm pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT tsaiyt pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT tufanlis pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT ushert pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT vandepontseelew pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT vandewaterrg pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT virenb pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT weberm pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT wickremasingheda pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT wolberss pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT wongjiradt pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT woodruffk pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT yangt pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT yatesl pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT zellergp pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT zennamoj pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector AT zhangc pandoramultialgorithmapproachtoautomatedpatternrecognitionofcosmicraymuonandneutrinoeventsinthemicroboonedetector |