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DUNE Offline Computing Conceptual Design Report
Adam Abed Abud, G.J. Barker, J. F. Beacom, F. d. M. Blaszczyk, B. Abi, R. Acciarri, M. A. Acero, M. R. Adames, G. Adamov, Mark Adamowski, M. Adinolfi, C. Adriano, Antoni Aduszkiewicz, J. Aguilar, Zubayer Ahmad, Jhanzeb Ahmed, B. Aimard, Faiza Akbar, Kyle R. Allison, S. Alonso Monsalve, Munera Alrashed, C. Alt, R. Alvarez, P. Amedo, John Anderson, D. Andrade Aldana, C. Andreopoulos, Mirco Andreotti, Michael Andrews, Fenompanirina Andrianala, S. Andringa, Н. Анфимов, Wallison Campanelli, Artur M. Ankowski, M. Antoniassi, M. Antonova, A. Antoshkin, Stefan Antusch, Alfredo Aranda, Luciano Arellano, L. Arnold, M. A. Arroyave, Jonathan Asaadi, L. Asquith, A. Aurisano, Dario Autiero, M. Ayala-Torres, Farrukh Azfar, H.O. Back, Henning Back, I. Bagaturia, Linda Bagby, N. Balashov, Supraja Balasubramanian, Pierre Baldi, B. Baller, Bindu A. Bambah, F. Barão, Gabriela Barenboim, Wayne Barkhouse, Christopher Barnes, Giles Barr, Juan Barranco Monarca, Adilson Barros, N. Barros, J. Barrow, A. Basharina-Freshville, A. Bashyal, Vincent Basque, Charlie Batchelor, James Battat, F. Bay, M. C. Q. Bazetto, J. L. Bazo Alba, E. Bechetoille, B. Behera, Leo Bellantoni, Giorgio Bellettini, Vincenzo Bellini, O. Beltramello, N. Benekos, Carlos Benitez Montiel, Douglas Benjamin, F. Neves, J. Berger, S. Berkman, P. Bernardini, R. M. Berner, A. Bersani, S. Bertolucci, M. Betancourt, Amalia Betancur Rodríguez, A. J. Bevan, Yashwanth Bezawada, Anibal Bezerra, Thiago Bezerra, J. Bhambure, V. Bhatnagar, M. Bhattacharjee, Devesh Bhattarai, Shyam Bhuller, S. Biagi, J. M. Bian, M. Biassoni, K. Biery, B. Bilki, M. Bishai, Valeria Bisignani, A. Bitadze, A. Blake, G. Blazey, Dylan Blend, J. Boissevain, Andrey Bobyshev, S. Bolognesi, Timothy Bolton, L. Bomben, M. Bonesini, Cesar Bonilla, F. Bonini, Alexander Booth, F. Boran, A. Borkum, N. Bostan, P. Bour, Daniel Boyden, J. Braciník, D. Braga, D. Brailsford, A. Branca, A. Brandt, Johan Bremer, C. Brew, Stephen Brice, C. Brizzolari, C. Bromberg, A. Bross, G. Brunetti, Maria Teresa Brunetti, N. J. Buchanan, H. S. Budd, J. Buergi, Gian Caceres Vera, Irene Cagnoli, T. Cai, Davide Caiulo, R. Calabrese, P. Calafiura, Jacob Calcutt, M. Cãlin, L. Calivers, S. Calvez, E. Calvo, A. Caminata, D. Caratelli, Daniel Carber, G. Carini, Bruno Carlus, M. F. Carneiro, P. Carniti, I. Caro Terrazas, H. Carranza, Nicholas Carrara, Lauren Carroll, Thomas L. Carroll, J. F. Castaño Forero, A. Castillo, E. Catano-Mur, C. Cattadori, F. Cavalier, Giuseppe Cavallaro, F. Cavanna, S. Centro, G. B. Cerati, A. Cervelli, Anselmo Cervera Villanueva, Kaustav Chakraborty, M. Chalifour, Andrew Chappell, Etienne Chardonnet, Nikolas Charitonidis, A. Chatterjee, S. Chattopadhyay, H. Chen, Mu–Chun Chen, Zheyang Chen, Zachary Chen-Wishart, Yoolim Cheon, D. Cherdack, Cheng-Yi Chi, S. Childress, Robert Chirco, A. Chiriacescu, N. Chitirasreemadam, K. Cho, S. Choate, Barnali Chowdhury, Anne Christensen, D. Christian, G. Christodoulou, A. Chukanov, М. Chung, E. Church, Valentina Cicero, Peter Clarke, Gordon Cline, T. E. Coan, A.G. Cocco, J. A. B. Coelho, J. Collot, E. Conley, J. M. Conrad, M. Convery, S. Copello, P. Cova, L. Cremaldi, L. Cremonesi, M. B. Crisler, Esteban Cristaldo, Jason Crnkovic, Ryan Cross, Andrew Cudd, C. Cuesta, Yanou Cui, D. Cussans, Olivia Dalager, R. Dallavalle, H. da Motta, Z. Ahmad Dar, Leonardo da Silva Peres, C. David, Quentin David, G. S. Davies, S. Davini, J. Dawson, K. De, S. T. de, P. Debbins, I. De Bonis, M. P. Decowski, André de Gouvêa, Pedro de Holanda, A. Deisting, Paul de Jong, Andres de la Torre, A. Delbart, Veronica de Leo, D. Delépine, Maritza Delgado, A. Dell’Acqua, Nicola Delmonte, Patrick de Lurgio, Philip Demar, D. M. DeMuth, S. R. Dennis, Chris Densham, G. Deptuch, A. De Roeck, Valentina De Romeri, Greg de Souza, Ritu Devi, R. Dharmapalan, M. Dias, J. S. Díaz, F. Díaz, F. Di Capua, A. Di Domenico, S. Di Domizio, L. Di Giulio, P. F. Ding, L. Di Noto, C. Distefano, Z. Djurcic, M. Diwan, Z. Djurčić, D. Doering, S. Dolan, F. Dolek, M. J. Dolinski, L. Domine, S. Donati, Yann Donon, Steven Doran, A. Dragone, F. Drielsma, Laura Cristina Duarte, Dominique Duchesneau, K. Duffy, Katherine Dugas, P. Dunne, Bhaskar Dutta, Hongyue Duyang, Olexiy Dvornikov, Daniel A. Dwyer, Alexandre S. Dyshkant, M. Eads, Antony Earle, Daniel Edmunds, J. Eisch, L. Emberger, Panagiotis Englezos, A. Ereditato, T. Erjavec, C. O. Escobar, J. J. Evans, Erin Ewart, A. C. Ezeribe, Kevin Fahey, L. Fajt, A. Falcone, C. Farnese, Yasaman Farzan, Dmitry Fedoseev, J. Félix, Yue Feng, E. Fernández-Martínez, F. Ferraro, L. Fields, P. Filip, A. Filkins, F. Filthaut, Robert Fine, G. Fiorillo, M. Fiorini, V. Fischer, W. Flanagan, B. T. Fleming, R. Flight, Sam Fogarty, W. Foreman, Jack Fowler, J. Franc, D. Franco, J. Freestone, J. Fried, Alex Friedland, Stu Fuess, Krzysztof Furman, A. P. Furmanski, A. Gabrielli, H. Gallagher, Alexandre Gallas, A. Gallego-Ros, N. Gallice, V. Galymov, E. Gamberini, T. Gamble, Francisco Ganacim, Raj Gandhi, S. Ganguly, Fan Gao, S. Gao, D. García-Gámez, Miguel García-Peris, S. Gardiner, D. Gastler, Anja Gauch, J. Gauvreau, P. Gauzzi, Nicolas Geffroy, B. Gelli, A. Gendotti, Stephen Gent, Z. Ghorbanimoghaddam, P. Giammaria, Tommaso Giammaria, N. Giangiacomi, D. Gibin, I. Gil‐Botella, Sean Gilligan, A. Gioiosa, Claude Girerd, A. Giri, D. Gnani, O. Gogota, Michael H. Gold, S. Gollapinni, K. Gollwitzer, R. A. Gomes, Laura Vanessa Gomez Bermeo, F. Gonnella, D. González-Díaz, M. Gonzalez-Lopez, O. Goodwin, Sreetama Goswami, C. Gotti, E. Goudzovski, Rik Gran, Everardo Granados, Pierre Granger, C. Grant, D. Gratieri, P. Green, Stephen B. Greenberg, Leland Greenler, Joel Greer, Jean-Louis Grenard, W. C. Griffith, F.T. Groetschla, M. Groh, K. Grzelak, W. Gu, E. Guardincerri, V. Guarino, M. Guarise, R. Guénette, Eric Guerard, D. Güffanti, A. Guglielmi, Bing Guo, Aseem Gupta, Vikas Gupta, P. Guzowski, M. M. Guzzo, Sunwoo Gwon, C. Ha, K. Haaf, A. Habig, H. K. Hadavand, Roger Haenni, L. Hagaman, A. A. Hahn, J. Haiston, Philip Hamacher-Baumann, T. Hamernik, Philip K. Hamilton, J. Han, J. Hartnell, Trevor Hartnett, John L. Harton, T. Hasegawa, Ciaran Hasnip, Robert D. Hatcher, K. W. Hatfield, A. Hatzikoutelis, C. Hayes, Karen Hayrapetyan, J. M. Hays, E. Hazen, Muyuan He, A. Heavey, K. M. Heeger, J. Heise, Sarah Henry, Miguel Angel Hernandez Morquecho, K. Herner, V. Hewes, C. Hilgenberg, T. S. Hill, S. J. Hillier, A. Himmel, Elise Hinkle, Luciana Hirsch, J. Hoff, A. Holin, E. W. Hoppe, G. A. Horton-Smith, Matheus Hostert, A. Hourlier, Bruce Howard, R. Howell, I. Hristova, Maxine Hronek, Junying Huang, Zachary Hulcher, Gregory Iles, Nikolina Ilic, M. Iliescu, R. Illingworth, Gianfranco Ingratta, Ara Ioannisian, B. Irwin, L. Isenhower, M. Ismerio Oliveira, Ran Itay, C. M. Jackson, Eric James, Wooyoung Jang, B. Jargowsky, Filip Jediný, C. Jena, C. Jesús-Valls, X. Ji, Junjie Jiang, Libo Jiang, A. Jipa, Jay Hyun Jo, F. R. Joaquim, Walker Johnson, B. J. P. Jones, R. Jones, N. Jovančević, M. Judah, C. K. Jung, T. Junk, Y.-J. Jwa, M. Kabirnezhad, A. Kaboth, І. Каденко, Igor Kakorin, A. Kalitkina, Daisy Kalra, O. K. Köseyan, F. Kamiya, G. Karaman, Armin Karcher, Y. Karyotakis, Seiji Kasai, L. Kashur, I. Katsioulas, Narine Kazaryan, E. Kearns, P. Keener, Kevin V. Kelly, E. Kemp, Otari Kemularia, Wes Ketchum, Steve Kettell, A. N. Khotjantsev, A. Khvedelidze, Doojin Kim, Mike Kirby, J. Kleykamp, A. Klustová, T. Kobilarcik, Kevin Koehler, Sam Kohn, P. P. Koller, Denis Korablev, M. Kordosky, T. Kosc, U. Köse, V. Alan Kostelecky, K. Kothekar, I. Kotler, V. Kozhukalov, R. Kralik, L. Kreczko, F. Krennrich, I. Kreslo, William Kropp, Tereza Kroupova, Y. Kudenko, V. A. Kudryavtsev, Stephen Kuhlmann, S. Kulagin, Jason Kumar, Praveen Kumar, Pablo Kunzé, Ramachandra Kuravi, N. Kurita, C. Kuruppu, V. Kůs, Thomas Kutter, J. Kvasnička, Donghyun Kwak, Andrew Lambert, Benjamin Land, C. Lane, Thomas Langford, Mark Langstaff, F. Lanni, O. Lantwin, Jacob Larkin, P. Lasorak, David Last, Andy Laundrie, G. Laurenti, Andrew D. Lawrence, P. Laycock, I. Lazanu, M. Lazzaroni, T. Le, S. Leardini, J. G. Learned, Patrice Lebrun, T. LeCompte, Claire Lee, Zachary I. Lee, V. Legin, G. Lehmann Miotto, Ralf Lehnert, Matthaeus Leitner, Shirley Weishi Li, Heng-Ye Liao, Cheng-Ju Stephen Lin, R. A. Lineros, A. Lister, B. R. Littlejohn, Junze Liu, Yinrui Liu, Sarah Lockwitz, Timothy Loew, M. Lokajı́ček, I. Lomidze, Ken Long, T. Lord, John LoSecco, W. C. Louis, Xianguo Lu, Benjamin Sterling Lunday, E. Luppi, T. Lux, Vitor Luzio, Jihane Maalmi, D. B. MacFarlane, A.A. Machado, P. Machado, Christopher Thomas Macias, Jolie R. Macier, Antonello Maddalena, Alfonso Madera, P. Madigan, S. Magill, Kendall Mahn, Adryanna Major, K. Majumdar, J.A. Maloney, I. V. Mandrichenko, Gianni Mandrioli, Roberto Mandujano, L. Manenti, S. Manly, Anthony Mann, Maria Manrique Plata, Venkata Narasimha Manyam, Miquel Marchan, A. Marchionni, William Marciano, Danny Marfatia, C. Mariani, J. Maricic, Franciole Da Cunha Marinho, A. D. Marino, T. Markiewicz, David Marsden, Marvin L. Marshak, C. Marshall, J. Marshall, J. Marteau, J. Martín-Albo, Norman Martinez, David Martinez Caicedo, Francisco Martínez López, Pablo Martínez Miravé, Sergey Martynenko, V. Mascagna, A. Mastbaum, F. Matichard, Shigenobu Matsuno, J. Matthews, C. Mauger, N. Mauri, K. Mavrokoridis, Isobel Mawby, R. Mazza, A. Mazzacane, Tracy Mcaskill, Elaine Mccluskey, Nicola Mcconkey, Kevin Mcfarland, C. McGrew, A. McNab, A. Mefodiev, Poonam Mehta, Pantelis Melas, Olga Mena, Hector Mendez, Patricia Mendez, D. P. Méndez, A. Menegolli, Guang Wei Meng, M. D. Messier, William W. Metcalf, Matthew Mewes, H. Meyer, Ting Miao, Gregory J. Michna, V. Mikola, Graham Miller, William H. Miller, Oleg Mineev, A. Minotti, Sandeep Miryala, C. S. Mishra, Sanjib Mishra, A. Mislivec, Mote Mitchell, D. Mladenov, Irina Mocioiu, Kristian Moffat, A. Mogan, Niccolo Moggi, Rukmani Mohanta, T. Mohayai, N. Mokhov, Jorge Molina, Laura Molina Bueno, Elisabetta Montagna, Alessandro Montanari, C. Montanari, David Montanari, D. Montanino, Seok Ho Moon, M. Mooney, A. F. Moor, D. Moreno, Davide Vito Moretti, Casandra Morris, Chris Mossey, Mitchell Mote, E. Motuk, C. A. Moura, Joel Mousseau, Gwenn Mouster, Mu Wei, L. Mualem, Justin Mueller, M. Muether, F. Muheim, Alan Muir, Mike Mulhearn, Donnie Munford, H. Muramatsu, Matt Murphy, Sebastien Murphy, J. Musser, J. Nachtman, Y. Nagai, S. Nagu, Mikayel Nalbandyan, R. Nandakumar, D. Naples, S. Narita, A. Nath, A. Navrer-Agasson, N. Nayak, M. Nebot-Guinot, K. Negishi, Matthew Nelson, Jake Nesbit, M. Nessi, M. Newcomer, Hannah Newton, R. J. Nichol, F. Nicolas-Arnaldos, Adrian Nikolica, Jovana Nikolov, Evan Niner, K. Nishimura, A. Norman, A. Norrick, P. Novella, J. Nowak, M. Oberling, J. P. Ochoa‐Ricoux, Andrew Olivier, A. Olshevskiy, Y. Onel, Yuriy Onishchuk, Luis Otiniano, Jordan Ott, Guillermo Palacio, O. Palamara, S. Palestini, J. Paley, M. Pallavicini, C. Palomares, Supriya Pan, J. G. Panduro Vazquez, Vittorio Paolone, V. Papadimitriou, R. Papaleo, A. Papanestis, S. Paramesvaran, Stephen Parke, E. Parozzi, Saba Parsa, Z. Parsa, Sabila Parveen, M. Parvu, D. Pasciuto, Silvia Pascoli, R. Pasetes, L. Pasqualini, J. Pasternak, J. R. Pater, C. Patrick, L. Patrizii, S. Patton, T. Patzak, A. Paudel, L. Paulucci, Žarko Pavlović, Greg Pawloski, David A. Payne, Viktor Pěč, S. J. M. Peeters, Aldo Peña Pérez, Elisabetta Pennacchio, A. Penzo, O. L. G. Peres, Carlos Pernas, James Perry, D. Pershey, G. Pessina, Gianluca Petrillo, C. Petta, R. Petti, Valerio Pia, Luke Pickering, V. L. Pimentel, Giovanni Pinaroli, Komninos-John Plows, R. Plunkett, Federica Pompa, Xavier Pons, N. Poonthottathil, Francesco Poppi, S. Pordes, Joshua Porter, D. Porzio, M. Potekhin, R. Potenza, J. Pozimski, M. Pozzato, S. Prakash, T. Prakash, Christian Pratt, M. Prest, F. Psihas, D. Pugnère, X. Qian, J. L. Raaf, V. Radeka, Jonas Rademacker, Radi Radev, B. Radics, A. Rafique, E. Raguzin, Mousam Rai, M. Rajaoalisoa, Igor Rakhno, Andrianjafy Michaël Rakotonandrasana, L. Rakotondravohitra, R. Rameika, Manuel Alejandro Ramirez Delgado, B. Ramson, A. Rappoldi, P. N. Ratoff, Sanil Raut, Herilala Razafinime, Rado Fanantenana Razakamiandra, J. S. Réal, B. Rebel, Ronald Rechenmacher, M. Reggiani-Guzzo, Juergen Reichenbacher, Haifa Rejeb Sfar, S. Rescia, F. Resnati, Marlos Ribas, Stefano Riboldi, C. Riccio, G. Riccobene, L. C. J. Rice, Jean-Stéphane Ricol, Alberto Rigamonti, Yann-Axel Rigaut, Edgar Rincón, Asher Ritchie-Yates, D. Rivera, R. Rivera, A. Robert, Jose Luis Rocabado Rocha, Leon Rochester, M. Roda, P. Rodrigues, M. J. Rodriguez Alonso, J. Rodriguez Rondon, Emanuele Romeo, S. Rosauro-Alcaraz, P. Rosier, M. Rossella, Marco Rossi, M. Ross-Lonergan, J. Rout, Palash Roy, A. Rubbia, Carlo Rubbia, D. Ruterbories, Arseniy Rybnikov, Angela Saa-Hernandez, R. Saakyan, S. Sacerdoti, Narendra Sahu, P. Sala, Nicholas Samios, O. Samoylov, M. C. Sánchez, V. Sandberg, D. P. C. Sankey, Danilo Santoro, N. Saoulidou, Piera Sapienza, Carlos Sarasty, Ina Sarčević, Geoffrey P. Savage, V. Savinov, G. Scanavini, A. Scaramelli, A. Scarff, Tristan Schefke, Heidi Schellman, Sebastiano Fabio Schifano, Philip Schlabach, D. Schmitz, A. Schneider, K. Scholberg, A. Schukraft, E. Segreto, Alexander Selyunin, Jon Sensenig, D. Sgalaberna, M. H. Shaevitz, S. Shafaq, Fady Shaker, M. Shamma, P. Shanahan, R. Sharankova, R. Sharma, K. Shaw, Terri Shaw, K. Shchablo, Claire Shepherd-Themistocleous, A. Sheshukov, W. Shi, Seodong Shin, I. Shoemaker, D. Shooltz, Robert Shrock, J. Silber, L. Simard, F. Simon, J. Sinclair, G. Sinev, Jaydip Singh, Jyotsna Singh, Lakwinder Singh, P. Singh, Venktesh Singh, Roland Sipos, G. Sirri, A. Sitraka, K. Siyeon, Erica Smith, Paul Smith, Jan Smolı́k, Michael Smy, P. Snopok, D. Snowden-Ifft, Mônica Soares Nunes, H. W. Sobel, M. Söderberg, Sergei Sokolov, C. J. Solano Salinas, S. Söldner‐Rembold, S. R. Soleti, N. Solomey, V. N. Solovov, W. Sondheim, M. Sorel, A. Sotnikov, J. Soto-Otón, A. Sousa, K. Soustružnı́k, Fabio Spagliardi, M. Spanu, J. Spitz, K. Spurgeon, Deigo Stalder, Michelle Stancari, Luca Stanco, Jacob Steenis, R. Stein, Herbert Steiner, André Steklain Lisbôa, Анна Степанова, James T. Stewart, Ben Stillwell, Jason Stock, F. Stocker, Tyler Stokes, M. Strait, T. Strauss, Louis E. Strigari, Alexander Stuart, Joeal Subash, A. Surdo, V. Susic, L. Suter, C. Sutera, Yury Suvorov, R. Svoboda, Barbara Szczerbinska, A. M. Szelc, Jose Tamara, S. Tang, B. Tapia Oregui, A. Tapper, S. Tariq, E. Tarpara, Neeraj Tata, E. Tatar, R. Tayloe, Abraham Meles Teklu, Peter Tennessen, M. Tenti, K. Terao, F. Terranova, Gemma Testera, T. Thakore, Alessandro Thea, A. Thompson, C. Thorn, S. Timm, V. Tishchenko, Nataša Todorović, L. Tomassetti, A. Tonazzo, Dmitri Torbunov, M. Torti, M. Tórtola, F. Tortorici, N. Tosi, Dante Totani, M. Toups, C. Touramanis, R. Travaglini, J. Trevor, S. M. Trilov, W. H. Trzaska, Yu-Dai Tsai, Yun-Tse Tsai, Z. Tsamalaidze, K. V. Tsang, N. Tsverava, S. Tufanli, C. E. Tull, Jessica Turner, Jennifer Tyler, E. Tyley, Martin Tzanov, Lorenzo Uboldi, M. A. Uchida, J. Urheim, Tracy Usher, Hilary Utaegbulam, Sergey Uzunyan, P. Vahle, S. Valder, G. A. Valdiviesso, Edgar Valencia, R. Valentim, Zoya Vallari, E. Vallazza, S. Vallecorsa, Rick van Berg, Richard van de Water, David Forero, D. Vannerom, F. Varanini, Danaisis Vargas Oliva, Gary Varner, S. Vasina, Noah Vaughan, Kamran Vaziri, Juan Vega, S. Ventura, Antonio Verdugo, S. Vergani, Marco Verzocchi, M. Vicenzi, H. Vieira de Souza, C. Vignoli, C. Vilela, Brett Viren, T. Vrba, Quynh Vuong, T. Wąchała, A. V. Waldron, M. Wallbank, T. Walton, Hanguo Wang, Jingbo Wang, Lei Wang, M. Wang, Xiaoran Wang, Yifang Wang, Yuming Wang, K. Warburton, David Warner, M. O. Wascko, David Waters, A. T. Watson, Klaudia Wawrowska, P. Weatherly, A. Weber, M. Weber, H. Wei, A. Weinstein, Dan Wenman, Matthew Wetstein, J. Whilhelmi, L. Whitehead, D. Whittington, Michael Wilking, Alexander S. Wilkinson, C. Wilkinson, Zachary Williams, F. F. Wilson, R. J. Wilson, J. Wolcott, Jean Wolfs, T. Wongjirad, Anthony C. Wood, R. Kevin Wood, E. Worcester, M. Worcester, M. Wospakrik, Karolina Wresilo, C. Wret, Shaowei Wu, W. Wu, W. Wu, Yiwen Xiao, Ioannis Xiotidis, B. Yaeggy, Erin Yandel, G. Yang, T. Yang, Alejandro Yankelevich, N. Yershov, K. Yonehara, Y. S. Yoon, Tim Young, H. Yu, Jae Yu, Yiding Yu, Wenlong Yuan, Rowan Zaki, J. Zálešâk, Laura Zambelli, B. Zamorano, A. Zani, Luis Zazueta, Geralyn P. Zeller, Joseph Zennamo, Kyle Zeug, C. Zhang, Shuaixiang Zhang, Yuze Zhang, Manhong Zhao, E. Zhivun, S. Zucchelli, Josef Zuklin, V. Zutshi, R. Zwaska
Bibliographic record
Venuenot available
Typepreprint
Languageen
FieldPhysics and Astronomy
TopicParticle physics theoretical and experimental studies
Canadian institutionsYork University
Fundersnot available
KeywordsSoftware deploymentComputer scienceSoftwareConceptual designSoftware engineeringData scienceHuman–computer interactionOperating system
Abstract
This document describes Offline Software and Computing for the Deep Underground Neutrino Experiment (DUNE) experiment, in particular, the conceptual design of the offline computing needed to accomplish its physics goals. Our emphasis in this document is the development of the computing infrastructure needed to acquire, catalog, reconstruct, simulate and analyze the data from the DUNE experiment and its prototypes. In this effort, we concentrate on developing the tools and systems that facilitate the development and deployment of advanced algorithms. Rather than prescribing particular algorithms, our goal is to provide resources that are flexible and accessible enough to support creative software solutions as HEP computing evolves and to provide computing that achieves the physics goals of the DUNE experiment.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.043
Threshold uncertainty score0.145
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.043 | 0.019 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
Opus teacher head0.044
GPT teacher head0.313
Teacher spread0.269 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".
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Citations4
Published2022
Admission routes1
Has abstractyes