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    Rethinking particle transport in the many-core era towards geant 5

    Apostolakis, John, Brun, René, Carminati, Federico, Gheata, Andrei
    Journal of Physics: Conference Series, 2012, Vol.396(2), p.022014 (11pp) [Peer Reviewed Journal]
    IOPscience (IOP Publishing)
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    Title: Rethinking particle transport in the many-core era towards geant 5
    Author: Apostolakis, John; Brun, René; Carminati, Federico; Gheata, Andrei
    Subject: Computer Simulation ; Prototyping ; Transport ; Hardware ; Detectors ; Tasks ; Particles (of Physics) ; Computational Efficiency ; Atomic and Molecular Physics (General) (So) ; Physics of Metals (MD) ; Physics (General) (Ah);
    Description: Detector simulation is one of the most CPU intensive tasks in modern High Energy Physics. While its importance for the design of the detector and the estimation of the efficiency is ever increasing, the amount of events that can be simulated is often constrained by the available computing resources. Various kind of “fast simulations” have been developed to alleviate this problem, however, while successful, these are mostly “ad hoc” solutions which do not replace completely the need for detailed simulations. One of the common features of both detailed and fast simulation is the inability of the codes to exploit fully the parallelism which is increasingly offered by the new generations of CPUs. In the next years it is reasonable to expect an increase on one side of the needs for detector simulation, and on the other in the parallelism of the hardware, widening the gap between the needs and the available means. In the past years, and indeed since the beginning of simulation programs, several unsuccessful efforts have been made to exploit the “embarrassing parallelism” of simulation programmes. After a careful study of the problem, and based on a long experience in simulation codes, the authors have concluded that an entirely new approach has to be adopted to exploit parallelism. The paper will review the current prototyping work, encompassing both detailed and fast simulation use cases. Performance studies will be presented, together with a roadmap to develop a new full-fledged transport program efficiently exploiting parallelism for the physics and geometry computations, while adapting the steering mechanisms to accommodate detailed and fast simulation in a single framework.
    Is part of: Journal of Physics: Conference Series, 2012, Vol.396(2), p.022014 (11pp)
    Identifier: 1742-6588 (ISSN); 1742-6596 (E-ISSN); 10.1088/1742-6596/396/2/022014 (DOI)

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    New software library of geometrical primitives for modeling of solids used in monte carlo detector simulations

    Gayer, Marek, Apostolakis, John, Cosmo, Gabriele, Gheata, Andrei, Guyader, Jean-Marie, Nikitina, Tatiana
    Journal of Physics: Conference Series, 2012, Vol.396(5), p.052035 (12pp) [Peer Reviewed Journal]
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    Title: New software library of geometrical primitives for modeling of solids used in monte carlo detector simulations
    Author: Gayer, Marek; Apostolakis, John; Cosmo, Gabriele; Gheata, Andrei; Guyader, Jean-Marie; Nikitina, Tatiana
    Subject: Software ; Computer Programs ; Computer Simulation ; Monte Carlo Methods ; Libraries ; Detectors ; Roots ; Tolerances ; Atomic and Molecular Physics (General) (So) ; Physics of Metals (MD) ; Physics (General) (Ah);
    Description: We present our effort for the creation of a new software library of geometrical primitives, which are used for solid modeling in Monte Carlo detector simulations. We plan to replace and unify the current implementations for geometrical primitive classes in the software projects Geant4 and ROOT with this library. Each solid is implemented as a C++ class providing methods to compute distances of rays to the surface of a solid or to find whether a position is located inside, outside or on the surface of the solid. A numerical tolerance is used for determining whether a position is on the surface. The class methods also contain basic support for visualization. We use dedicated test suites for the validation of the code; these also include performance and consistency tests used for the analysis of candidate implementations of class methods for the new library. We have implemented simple adapter classes to allow the use of the new optimized solids with Geant4 and ROOT geometries.
    Is part of: Journal of Physics: Conference Series, 2012, Vol.396(5), p.052035 (12pp)
    Identifier: 1742-6588 (ISSN); 1742-6596 (E-ISSN); 10.1088/1742-6596/396/5/052035 (DOI)

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    Vectorising the detector geometry to optimize particle transport

    Apostolakis, John, Brun, René, Carminati, Federico, Gheata, Andrei, Wenzel, Sandro
    arXiv.org, Dec 3, 2013
    © ProQuest LLC All rights reserved, Engineering Database, Publicly Available Content Database, ProQuest Engineering Collection, ProQuest Technology Collection, ProQuest SciTech Collection, Materials Science & Engineering Database, ProQuest Central (new), ProQuest Central Korea, SciTech Premium Collection, Technology Collection, ProQuest Central Essentials, ProQuest One Academic, Engineering Collection (ProQuest)
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    Title: Vectorising the detector geometry to optimize particle transport
    Author: Apostolakis, John; Brun, René; Carminati, Federico; Gheata, Andrei; Wenzel, Sandro
    Contributor: Wenzel, Sandro (pacrepositoryorg)
    Subject: Algorithms ; Geometry ; Sensors ; Transport ; Algorithms ; Navigation ; Computation ; Caching ; Optimization
    Description: Among the components contributing to particle transport, geometry navigation is an important consumer of CPU cycles. The tasks performed to get answers to "basic" queries such as locating a point within a geometry hierarchy or computing accurately the distance to the next boundary can become very computing intensive for complex detector setups. So far, the existing geometry algorithms employ mainly scalar optimisation strategies (voxelization, caching) to reduce their CPU consumption. In this paper, we would like to take a different approach and investigate how geometry navigation can benefit from the vector instruction set extensions that are one of the primary source of performance enhancements on current and future hardware. While on paper, this form of microparallelism promises increasing performance opportunities, applying this technology to the highly hierarchical and multiply branched geometry code is a difficult challenge. We refer to the current work done to vectorise an important...
    Is part of: arXiv.org, Dec 3, 2013
    Identifier: 2331-8422 (E-ISSN)

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    Vectorising the detector geometry to optimize particle transport

    Apostolakis, John, Brun, René, Carminati, Federico, Gheata, Andrei, Wenzel, Sandro
    Cornell University
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    Title: Vectorising the detector geometry to optimize particle transport
    Author: Apostolakis, John; Brun, René; Carminati, Federico; Gheata, Andrei; Wenzel, Sandro
    Subject: Physics - Computational Physics ; High Energy Physics - Experiment
    Description: Among the components contributing to particle transport, geometry navigation is an important consumer of CPU cycles. The tasks performed to get answers to "basic" queries such as locating a point within a geometry hierarchy or computing accurately the distance to the next boundary can become very computing intensive for complex detector setups. So far, the existing geometry algorithms employ mainly scalar optimisation strategies (voxelization, caching) to reduce their CPU consumption. In this paper, we would like to take a different approach and investigate how geometry navigation can benefit from the vector instruction set extensions that are one of the primary source of performance enhancements on current and future hardware. While on paper, this form of microparallelism promises increasing performance opportunities, applying this technology to the highly hierarchical and multiply branched geometry code is a difficult challenge. We refer to the current work done to vectorise an important part of the critical navigation algorithms in the ROOT geometry library. Starting from a short critical discussion about the programming model, we present the current status and first benchmark results of the vectorisation of some elementary geometry shape algorithms. On the path towards a full vector-based geometry navigator, we also investigate the performance benefits in connecting these elementary functions together to develop algorithms which are entirely based on the flow of vector-data. To this end, we discuss core components of a simple vector navigator that is tested and evaluated on a toy detector setup. Comment: 7 pages, 3 figures, talk at CHEP13
    Identifier: 1312.0816 (ARXIV ID)

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    Atool for optimization of the production and user analysis on the grid, c. grigoras for the alice collaboration

    Grigoras, Costin, Carminati, Federico, Datskova, Olga Vladimirovna, Schreiner, Steffen, Lee, Sehoon, Zhu, Jianlin, Gheata, Mihaela, Gheata, Andrei, Saiz, Pablo, Betev, Latchezar, Furano, Fabrizio, Lorenzo, Patricia Mendez, Grigoras, Alina Gabriela, Bagnasco, Stefano, Peters, Andreas Joachim, Santos, Maria Dolores Saiz
    Journal of Physics: Conference Series, 2011, Vol.331(7), p.072018 (5pp) [Peer Reviewed Journal]
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    Title: Atool for optimization of the production and user analysis on the grid, c. grigoras for the alice collaboration
    Author: Grigoras, Costin; Carminati, Federico; Datskova, Olga Vladimirovna; Schreiner, Steffen; Lee, Sehoon; Zhu, Jianlin; Gheata, Mihaela; Gheata, Andrei; Saiz, Pablo; Betev, Latchezar; Furano, Fabrizio; Lorenzo, Patricia Mendez; Grigoras, Alina Gabriela; Bagnasco, Stefano; Peters, Andreas Joachim; Santos, Maria Dolores Saiz
    Subject: Management ; Data Processing ; Computer Simulation ; Reconstruction ; End Users ; Tasks ; Weight Reduction ; Raw ; Atomic and Molecular Physics (General) (So) ; Physics of Metals (MD) ; Physics (General) (Ah);
    Description: With the LHC and ALICE entering a full operation and production modes, the amount of Simulation and RAW data processing and end user analysis computational tasks are increasing. The efficient management of all these tasks, all of which have large differences in lifecycle, amounts of processed data and methods to analyze the end result, required the development and deployment of new tools in addition to the already existing Grid infrastructure. To facilitate the management of the large scale simulation and raw data reconstruction tasks, ALICE has developed a production framework called a Lightweight Production Manager (LPM). The LPM is automatically submitting jobs to the Grid based on triggers and conditions, for example after a physics run completion. It follows the evolution of the job and publishes the results on the web for worldwide access by the ALICE physicists. This framework is tightly integrated with the ALICE Grid framework AliEn. In addition to the publication of the job status, LPM is also allowing a fully authenticated interface to the AliEn Grid catalogue, to browse and download files, and in the near future will provide simple types of data analysis through ROOT plugins. The framework is also being extended to allow management of end user jobs.
    Is part of: Journal of Physics: Conference Series, 2011, Vol.331(7), p.072018 (5pp)
    Identifier: 1742-6588 (ISSN); 1742-6596 (E-ISSN); 10.1088/1742-6596/331/7/072018 (DOI)

    • Several versions

    ROOT - A C++ Framework for Petabyte Data Storage, Statistical Analysis and Visualization

    Antcheva, Ilka, Ballintijn, Maarten, Bellenot, Bertrand, Biskup, Marek, Brun, Rene, Buncic, Nenad, Canal, Philippe, Casadei, Diego, Couet, Olivier, Fine, Valery, Franco, Leandro, Ganis, Gerardo, Gheata, Andrei, Goto, Masaharu, Iwaszkiewicz, Jan, Kreshuk, Anna, Maunder, Richard, Moneta, Lorenzo, Naumann, Axel, Offermann
    arXiv.org, Aug 31, 2015 [Peer Reviewed Journal]

    • Several versions

    A vectorization approach for multifaceted solids in VecGeom

    Apostolakis John, Cosmo Gabriele, Gheata Andrei, Gheata Mihaela, Sehgal Raman, Wenzel Sandro
    EPJ Web of conferences, 01 January 2019, Vol.214, p.02025 [Peer Reviewed Journal]

    • Several versions

    Electromagnetic physics vectorization in the GeantV transport framework

    Amadio, Guilherme, Apostolakis, John, Bandieramonte, Marilena, Behera, S, Bhattacharyya, Abhijit, Brun, Rene, Canal, Philippe, Carminati, Federico, Cosmo, Gabriele, Drohan, Vitalji, Genser, Krzysztof, Gheata, Andrei, Gheata, Mihaela, Goulas, Ilias, Hariri, Farah, Khattak, Gul, Konstantinov, Dmitri, Mato, Pere, Mendez, Patricia, Nikolics
    EPJ Web of Conferences, Vol.214 [Peer Reviewed Journal]

    • Several versions

    Measurement of prompt J/ ψ and beauty hadron production cross sections at mid-rapidity in pp collisions at $ \sqrt{s}=7 $ TeV

    Abelev, Betty, Adam, Jaroslav, Adamova, Dagmar, Adare, Andrew, Aggarwal, Madan, Rinella, Gianluca, Agocs, Andras, Agostinelli, Andrea, Salazar, Saul, Ahammed, Zubayer, Ahmad, Arshad, Ahmad, Nazeer, Ahn, Sul-Ah, Ahn, Sang, Akindinov, Alexander, Aleksandrov, Dmitry, Alessandro, Bruno, Molina, Jose, Alici, Andrea, Alkin, Anton, Avina, Erick, Alme, Johan, Alt, Torsten, Altini, Valerio, Altinpinar, Sedat, Altsybeev, Igor, Andrei, Cristian, Andronic, Anton, Anguelov, Venelin, Anielski, Jonas, Anson, Christopher, Anticic, Tome, Antinori, Federico, Antonioli, Pietro, Aphecetche, Laurent, Appelshauser, Harald, Arbor, Nicolas, Arcelli, Silvia, Arend, Andreas, Armesto, Nestor, Arnaldi, Roberta, Aronsson, Tomas, Arsene, Ionut, Arslandok, Mesut, Asryan, Andzhey, Augustinus, Andre, Averbeck, Ralf, Awes, Terry, Aysto, Juha, Azmi, Mohd, Bach, Matthias, Badala, Angela, Baek, Yong, Bailhache, Raphaelle, Bala, Renu, Ferroli, Rinaldo, Baldisseri, Alberto, Baldit, Alain, Santos Pedrosa, Fernando, Ban, Jaroslav, Baral, Rama, Barbera, Roberto, Barile, Francesco, Barnafoldi, Gergely, Barnby, Lee, Barret, Valerie, Bartke, Jerzy, Basile, Maurizio, Bastid, Nicole, Basu, Sumit, Bathen, Bastian, Batigne, Guillaume, Batyunya, Boris, Baumann, Christoph, Bearden, Ian, Beck, Hans, Behera, Nirbhay, Belikov, Iouri, Bellini, Francesca, Bellwied, Rene, Belmont-Moreno, Ernesto, Bencedi, Gyula, Beole, Stefania, Berceanu, Ionela, Bercuci, Alexandru, Berdnikov, Yaroslav, Berenyi, Daniel, Bergognon, Anais, Berzano, Dario, Betev, Latchezar, Bhasin, Anju, Bhati, Ashok, Bhom, Jihyun, Bianchi, Livio, Bianchi, Nicola, Bianchin, Chiara, Bielcik, Jaroslav, Bielcikova, Jana, Bilandzic, Ante, Bjelogrlic, Sandro, Blanco, F., Blanco, Francesco, Blau, Dmitry, Blume, Christoph, Boccioli, Marco, Bock, Nicolas, Boettger, Stefan, Bogdanov, Alexey, Boggild, Hans, Bogolyubsky, Mikhail, Boldizsar, Laszlo, Bombara, Marek, Book, Julian, Borel, Herve, Borissov, Alexander, Bose, Suvendu, Bossu, Francesco, Botje, Michiel, Boyer, Bruno, Braidot, Ermes, Braun-Munzinger, Peter, Bregant, Marco, Breitner, Timo, Browning, Tyler, Broz, Michal, Brun, Rene, Bruna, Elena, Bruno, Giuseppe, Budnikov, Dmitry, Buesching, Henner, Bufalino, Stefania, Bugaiev, Kyrylo, Busch, Oliver, Buthelezi, Edith, Orduna, Diego, Caffarri, Davide, Cai, Xu, Caines, Helen, Villar, Ernesto, Camerini, Paolo, Roman, Veronica, Romeo, Giovanni, Carena, Francesco, Carena, Wisla, Filho, Nelson, Carminati, Federico, Montoya, Camilo, Diaz, Amaya, Castellanos, Javier, Hernandez, Juan, Casula, Ester, Catanescu, Vasile, Cavicchioli, Costanza, Sanchez, Cesar, Cepila, Jan, Cerello, Piergiorgio, Chang, Beomsu, Chapeland, Sylvain, Charvet, Jean-Luc, Chattopadhyay, Subhasis, Chattopadhyay, Sukalyan, Chawla, Isha, Cherney, Michael, Cheshkov, Cvetan, Cheynis, Brigitte, Barroso, Vasco, Chinellato, David, Chochula, Peter, Chojnacki, Marek, Choudhury, Subikash, Christakoglou, Panagiotis, Christensen, Christian, Christiansen, Peter, Chujo, Tatsuya, Chung, Suh-Urk, Cicalo, Corrado, Cifarelli, Luisa, Cindolo, Federico, Cleymans, Jean, Coccetti, Fabrizio, Colamaria, Fabio, Colella, Domenico, Balbastre, Gustavo, Valle, Zaida, Constantin, Paul, Contin, Giacomo, Contreras, Jesus, Cormier, Thomas, Morales, Yasser, Cortese, Pietro, Maldonado, Ismael, Cosentino, Mauro, Costa, Filippo, Cotallo, Manuel, Crescio, Elisabetta, Crochet, Philippe, Alaniz, Emilia, Cuautle, Eleazar, Cunqueiro, Leticia, Dainese, Andrea, Dalsgaard, Hans, Danu, Andrea, Das, Debasish, Das, Indranil, Das, Kushal, Dash, Sadhana, Dash, Ajay, De, Sudipan, Barros, Gabriel, Caro, Annalisa, Cataldo, Giacinto, Cuveland, Jan, Falco, Alessandro, Gruttola, Daniele, Delagrange, Hugues, Deloff, Andrzej, Demanov, Vyacheslav, Marco, Nora, Denes, Ervin, Pasquale, Salvatore, Deppman, Airton, D’Erasmo, Ginevra, Rooij, Raoul, Corchero, Miguel, Bari, Domenico, Giglio, Carmelo, Dietel, Thomas, Liberto, Sergio, Mauro, Antonio, Nezza, Pasquale, Divia, Roberto, Djuvsland, Oeystein, Dobrin, Alexandru, Dobrowolski, Tadeusz, Dominguez, Isabel, Donigus, Benjamin, Dordic, Olja, Driga, Olga, Dubey, Anand, Ducroux, Laurent, Dupieux, Pascal, Majumdar, Mihir, Majumdar, A., Elia, Domenico, Emschermann, David, Engel, Heiko, Erdal, Hege, Espagnon, Bruno, Estienne, Magali, Esumi, Shinichi, Evans, David, Eyyubova, Gyulnara, Fabris, Daniela, Faivre, Julien, Falchieri, Davide, Fantoni, Alessandra, Fasel, Markus, Fearick, Roger, Fedunov, Anatoly, Fehlker, Dominik, Feldkamp, Linus, Felea, Daniel, Fenton-Olsen, Bo, Feofilov, Grigory, Tellez, Arturo, Ferretti, Alessandro, Ferretti, Roberta, Figiel, Jan, Figueredo, Marcel, Filchagin, Sergey, Finogeev, Dmitry, Fionda, Fiorella, Fiore, Enrichetta, Floris, Michele, Foertsch, Siegfried, Foka, Panagiota, Fokin, Sergey, Fragiacomo, Enrico, Frankenfeld, Ulrich, Fuchs, Ulrich, Furget, Christophe, Girard, Mario, Gaardhoje, Jens, Gagliardi, Martino, Gago, Alberto, Gallio, Mauro, Gangadharan, Dhevan, Ganoti, Paraskevi, Garabatos, Jose, Garcia-Solis, Edmundo, Garishvili, Irakli, Gerhard, Jochen, Germain, Marie, Geuna, Claudio, Gheata, Andrei, Gheata, Mihaela, Ghidini, Bruno, Ghosh, Premomoy, Gianotti, Paola, Girard, Martin, Giubellino, Paolo, Gladysz-Dziadus, Ewa, Glassel, Peter, Gomez, Ramon, Gonschior, Alexey, Ferreiro, Elena, Gonzalez-Trueba, Laura, Gonzalez-Zamora, Pedro, Gorbunov, Sergey, Goswami, Ankita, Gotovac, Sven, Grabski, Varlen, Graczykowski, Lukasz, Grajcarek, Robert, Grelli, Alessandro, Grigoras, Costin, Grigoras, Alina, Grigoriev, Vladislav, Grigoryan, Ara, Grigoryan, Smbat, Grinyov, Boris, Grion, Nevio, Gros, Philippe, Grosse-Oetringhaus, Jan, Grossiord, Jean-Yves, Grosso, Raffaele, Guber, Fedor, Guernane, Rachid, Gutierrez, Cesar, Guerzoni, Barbara, Guilbaud, Maxime, Gulbrandsen, Kristjan, Gunji, Taku, Gupta, Anik, Gupta, Ramni, Gutbrod, Hans, Haaland, Oystein, Hadjidakis, Cynthia, Haiduc, Maria, Hamagaki, Hideki, Hamar, Gergoe, Han, Byounghee, Hanratty, Luke, Hansen, Alexander, Harmanova, Zuzana, Harris, John, Hartig, Matthias, Hasegan, Dumitru, Hatzifotiadou, Despoina, Hayrapetyan, Arsen, Heckel, Stefan, Heide, Markus, Helstrup, Haavard, Herghelegiu, Andrei, Corral, Gerardo, Herrmann, Norbert, Hess, Benjamin, Hetland, Kristin, Hicks, Bernard, Hille, Per, Hippolyte, Boris, Horaguchi, Takuma, Hori, Yasuto, Hristov, Peter, Hrivnacova, Ivana, Huang, Meidana, Humanic, Thomas, Hwang, Dae, Ichou, Raphaelle, Ilkaev, Radiy, Ilkiv, Iryna, Inaba, Motoi, Incani, Elisa, Innocenti, Gian, Innocenti, Pier, Ippolitov, Mikhail, Irfan, Muhammad, Ivan, Cristian, Ivanov, Vladimir, Ivanov, Marian, Ivanov, Andrey, Ivanytskyi, Oleksii, Jacholkowski, Adam, Jacobs, Peter, Jang, Haeng, Jangal, Swensy, Janik, Malgorzata, Janik, Rudolf, Jayarathna, Sandun, Jena, Satyajit, Jha, Deeptanshu, Bustamante, Raul, Jirden, Lennart, Jones, Peter, Jung, Hyung, Jusko, Anton, Kaidalov, Alexei, Kakoyan, Vanik, Kalcher, Sebastian, Kalinak, Peter, Kalliokoski, Tuomo, Kalweit, Alexander, Kanaki, Kalliopi, Kang, Ju, Kaplin, Vladimir, Uysal, Ayben, Karavichev, Oleg, Karavicheva, Tatiana, Karpechev, Evgeny, Kazantsev, Andrey, Kebschull, Udo, Keidel, Ralf, Khan, Palash, Khan, Mohisin, Khan, Shuaib, Khanzadeev, Alexei, Kharlov, Yury, Kileng, Bjarte, Kim, Do, Kim, Mimae, Kim, Minwoo, Kim, Seon, Kim, Dong, Kim, Se, Kim, Jonghyun, Kim, Jin, Kim, Beomkyu, Kim, Taesoo, Kirsch, Stefan, Kisel, Ivan, Kiselev, Sergey, Kisiel, Adam, Klay, Jennifer, Klein, Jochen, Klein-Bosing, Christian, Kliemant, Michael, Kluge, Alexander, Knichel, Michael, Knospe, Anders, Koch, Kathrin, Kohler, Markus, Kolojvari, Anatoly, Kondratiev, Valery, Kondratyeva, Natalia, Konevskih, Artem, Korneev, Andrey, Kour, Ravjeet, Kowalski, Marek, Kox, Serge, Meethaleveedu, Greeshma, Kral, Jiri, Kralik, Ivan, Kramer, Frederick, Kraus, Ingrid, Krawutschke, Tobias, Krelina, Michal, Kretz, Matthias, Krivda, Marian, Krizek, Filip, Krus, Miroslav, Kryshen, Evgeny, Krzewicki, Mikolaj, Kucheriaev, Yury, Kuhn, Christian, Kuijer, Paul, Kulakov, Igor, Kumar, Jitendra, Kurashvili, Podist, Kurepin, A., Kurepin, A., Kuryakin, Alexey, Kushpil, Vasily, Kushpil, Svetlana, Kvaerno, Henning, Kweon, Min, Kwon, Youngil, Guevara, Pedro, Lakomov, Igor, Langoy, Rune, Pointe, Sarah, Lara, Camilo, Lardeux, Antoine, Rocca, Paola, Lazzeroni, Cristina, Lea, Ramona, Bornec, Yves, Lechman, Mateusz, Lee, Sung, Lee, Ki, Lee, Graham, Lefevre, Frederic, Lehnert, Joerg, Leistam, Lars, Lenhardt, Matthieu, Lenti, Vito, Leon, Hermes, Leoncino, Marco, Monzon, Ildefonso, Vargas, Hermes, Levai, Peter, Lien, Jorgen, Lietava, Roman, Lindal, Svein, Lindenstruth, Volker, Lippmann, Christian, Lisa, Michael, Liu, Lijiao, Loenne, Per-Ivar, Loggins, Vera, Loginov, Vitaly, Lohn, Stefan, Lohner, Daniel, Loizides, Constantinos, Loo, Kai, Lopez, Xavier, Torres, Ernesto, Lovhoiden, Gunnar, Lu, Xianguo, Luettig, Philipp, Lunardon, Marcello, Luo, Jiebin, Luparello, Grazia, Luquin, Lionel, Luzzi, Cinzia, Ma, Rongrong, Ma, Ke, Madagodahettige-Don, Dilan, Maevskaya, Alla, Mager, Magnus, Mahapatra, Durga, Maire, Antonin, Malaev, Mikhail, Cervantes, Ivonne, Malinina, Ludmila, Mal’Kevich, Dmitry, Malzacher, Peter, Mamonov, Alexander, Manceau, Loic, Mangotra, Lalit, Manko, Vladislav, Manso, Franck, Manzari, Vito, Mao, Yaxian, Marchisone, Massimiliano, Mares, Jiri, Margagliotti, Giacomo, Margotti, Anselmo, Marin, Ana, Tobon, Cesar, Markert, Christina, Martashvili, Irakli, Martinengo, Paolo, Martinez, Mario, Davalos, Arnulfo, Garcia, Gines, Martynov, Yevgen, Mas,...
    Journal of High Energy Physics, 2012, Vol.2012(11), pp.1-31 [Peer Reviewed Journal]

    • Several versions

    Underlying Event measurements in pp collisions at and 7 TeV with the ALICE experiment at the LHC

    Quintana, Arian, Rinella, Gianluca, Agostinelli, Andrea, Nazeer, Ahmad, Ahmad, Arshad, Ahn, Sang, Bruno, Alessandro, Alici, Andrea, Alt, Torsten, Anson, Christopher, Tome, Anticic, Aphecetche, Laurent, Arcelli, Silvia, Arend, Andreas, Arnaldi, Roberta, Aronsson, Tomas, Arsene, Ionut, Averbeck, Ralf, Awes, Terry, Bach
    Journal of High Energy Physics, Jul 2012, Vol.2012(7) [Peer Reviewed Journal]