- NSF Public Access
- Search Results
- Highly-parallelized simulation of a pixelated LArTPC on a GPU
- PAR ID:
- 10416547
- Author(s) / Creator(s):
- Abed Abud, A.; Abi, B.; Acciarri, R.; Acero, M.A.; Adames, M.R.; Adamov, G.; Adamowski, M.; Adams, D.; Adinolfi, M.; Adriano, C.; Aduszkiewicz, A.; Aguilar, J.; Ahmad, Z.; Ahmed, J.; Aimard, B.; Akbar, F.; Allison, K.; Alonso Monsalve, S.; Alrashed, M.; Alt, C.more » ; Alton, A.; Alvarez, R.; Amedo, P.; Anderson, J.; Andrade, D.A.; Andreopoulos, C.; Andreotti, M.; Andrews, M.P.; Andrianala, F.; Andringa, S.; Anfimov, N.; Anicézio Campanelli, W.L.; Ankowski, A.; Antoniassi, M.; Antonova, M.; Antoshkin, A.; Antusch, S.; Aranda-Fernandez, A.; Arellano, L.; Arnold, L.O.; Arroyave, M.A.; Asaadi, J.; Ashkenazi, A.; Asquith, L.; Aurisano, A.; Aushev, V.; Autiero, D.; Ayala-Torres, M.; Azfar, F.; Back, A.; Back, H.; Back, J.J.; Bagaturia, I.; Bagby, L.; Balashov, N.; Balasubramanian, S.; Baldi, P.; Baldini, W.; Baller, B.; Bambah, B.; Barao, F.; Barenboim, G.; Barham Alzás, P.; Barker, G.J.; Barkhouse, W.; Barnes, C.; Barr, G.; Barranco Monarca, J.; Barros, A.; Barros, N.; Barrow, J.L.; Basharina-Freshville, A.; Bashyal, A.; Basque, V.; Batchelor, C.; Battat, J.B.R.; Battisti, F.; Bay, F.; Bazetto, M.C.Q.; Bazo Alba, J.L.L.; Beacom, J.F.; Bechetoille, E.; Behera, B.; Belchior, E.; Bellantoni, L.; Bellettini, G.; Bellini, V.; Beltramello, O.; Benekos, N.; Benitez Montiel, C.; Benjamin, D.; Bento Neves, F.; Berger, J.; Berkman, S.; Bernardini, P.; Berner, R.M.; Bersani, A.; Bertolucci, S.; Betancourt, M.; Betancur Rodríguez, A.; Bevan, A.; Bezawada, Y.; Bezerra, A.T.; Bezerra, T.J.; Bhambure, J.; Bhardwaj, A.; Bhatnagar, V.; Bhattacharjee, M.; Bhattacharya, M.; Bhattarai, D.; Bhuller, S.; Bhuyan, B.; Biagi, S.; Bian, J.; Biassoni, M.; Biery, K.; Bilki, B.; Bishai, M.; Bisignani, V.; Bitadze, A.; Blake, A.; Blaszczyk, F.D.; Blazey, G.C.; Blend, D.; Blucher, E.; Boissevain, J.; Bolognesi, S.; Bolton, T.; Bomben, L.; Bonesini, M.; Bonilla-Diaz, C.; Bonini, F.; Booth, A.; Boran, F.; Bordoni, S.; Borkum, A.; Bostan, N.; Bour, P.; Boyden, D.; Bracinik, J.; Braga, D.; Brailsford, D.; Branca, A.; Brandt, A.; Bravo-Moreno, M.; Bremer, J.; Brew, C.; Brice, S.J.; Brizzolari, C.; Bromberg, C.; Brooke, J.; Bross, A.; Brunetti, G.; Brunetti, M.; Buchanan, N.; Budd, H.; Buergi, J.; V., G.Caceres; Cagnoli, I.; Cai, T.; Caiulo, D.; Calabrese, R.; Calafiura, P.; Calcutt, J.; Calin, M.; Calivers, L.; Calvez, S.; Calvo, E.; Caminata, A.; Caratelli, D.; Carber, D.; Carceller, J.C.; Carini, G.; Carlus, B.; Carneiro, M.F.; Carniti, P.; Caro Terrazas, I.; Carranza, H.; Carrara, N.; Carroll, L.; Carroll, T.; Carter, A.; Castaño Forero, J.F.; Castillo, A.; Catano-Mur, E.; Cattadori, C.; Cavalier, F.; Cavallaro, G.; Cavanna, F.; Centro, S.; Cerati, G.; Cervelli, A.; Cervera Villanueva, A.; Chakraborty, K.; Chalifour, M.; Chappell, A.; Chardonnet, E.; Charitonidis, N.; Chatterjee, A.; Chattopadhyay, S.; Chen, H.; Chen, M.; Chen, Y.; Chen, Z.; Chen-Wishart, Z.; Cheon, Y.; Cherdack, D.; Chi, C.; Childress, S.; Chirco, R.; Chiriacescu, A.; Chitirasreemadam, N.; Cho, K.; Choate, S.; Chokheli, D.; Chong, P.S.; Chowdhury, B.; Christensen, A.; Christian, D.; Christodoulou, G.; Chukanov, A.; Chung, M.; Church, E.; Cicero, V.; Clapa, D.; Clarke, P.; Cline, G.; Coan, T.E.; Cocco, A.G.; Coelho, J.A.B.; Cohen, A.; Collot, J.; Conley, E.; Conrad, J.M.; Convery, M.; Copello, S.; Cova, P.; Cox, C.; Cremaldi, L.; Cremonesi, L.; Crespo-Anadón, J.I.; Crisler, M.; Cristaldo, E.; Crnkovic, J.; Crone, G.; Cross, R.; Cudd, A.; Cuesta, C.; Cui, Y.; Cussans, D.; Dai, J.; Dalager, O.; Dallavalle, R.; da Motta, H.; Dar, Z.A.; Darby, R.; Da Silva Peres, L.; David, C.; David, Q.; Davies, G.S.; Davini, S.; Dawson, J.; De, K.; De, S.; De Aguiar, R.; De Almeida, P.; Debbins, P.; De Bonis, I.; Decowski, M.P.; de Gouvêa, A.; De Holanda, P.C.; De Icaza Astiz, I.L.; Deisting, A.; De Jong, P.; De la Torre, A.; Delbart, A.; De Leo, V.; Delepine, D.; Delgado, M.; Dell'Acqua, A.; Delmonte, N.; De Lurgio, P.; de Mello Neto, J.R.T.; DeMuth, D.M.; Dennis, S.; Densham, C.; Denton, P.; Deptuch, G.W.; De Roeck, A.; De Romeri, V.; De Souza, G.; Detje, J.P.; Devi, R.; Dharmapalan, R.; Dias, M.; Díaz, J.S.; Díaz, F.; Di Capua, F.; Di Domenico, A.; Di Domizio, S.; Di Falco, S.; Di Giulio, L.; Ding, P.; Di Noto, L.; Diociaiuti, E.; Distefano, C.; Diurba, R.; Diwan, M.; Djurcic, Z.; Doering, D.; Dolan, S.; Dolek, F.; Dolinski, M.J.; Domenici, D.; Domine, L.; Donati, S.; Donon, Y.; Doran, S.; Douglas, D.; Dragone, A.; Drielsma, F.; Duarte, L.; Duchesneau, D.; Duffy, K.; Dugas, K.; Dunne, P.; Dutta, B.; Duyang, H.; Dvornikov, O.; Dwyer, D.A.; Dyshkant, A.S.; Eads, M.; Earle, A.; Edmunds, D.; Eisch, J.; Emberger, L.; Englezos, P.; Ereditato, A.; Erjavec, T.; Escobar, C.O.; Evans, J.J.; Ewart, E.; Ezeribe, A.C.; Fahey, K.; Fajt, L.; Falcone, A.; Fani', M.; Farnese, C.; Farzan, Y.; Fedoseev, D.; Felix, J.; Feng, Y.; Fernandez-Martinez, E.; Ferraro, F.; Fields, L.; Filip, P.; Filkins, A.; Filthaut, F.; Fine, R.; Fiorillo, G.; Fiorini, M.; Fischer, V.; Fitzpatrick, R.S.; Flanagan, W.; Fleming, B.; Flight, R.; Fogarty, S.; Foreman, W.; Fowler, J.; Franc, J.; Franco, D.; Freeman, J.; Fried, J.; Friedland, A.; Fuess, S.; Furic, I.K.; Furman, K.; Furmanski, A.P.; Gabrielli, A.; Gago, A.; Gallagher, H.; Gallas, A.; Gallego-Ros, A.; Gallice, N.; Galymov, V.; Gamberini, E.; Gamble, T.; Ganacim, F.; Gandhi, R.; Ganguly, S.; Gao, F.; Gao, S.; Garcia-Gamez, D.; García-Peris, M.Á.; Gardiner, S.; Gastler, D.; Gauch, A.; Gauvreau, J.; Gauzzi, P.; Ge, G.; Geffroy, N.; Gelli, B.; Gendotti, A.; Gent, S.; Gerlach, L.; Ghorbani-Moghaddam, Z.; Giammaria, P.; Giammaria, T.; Giangiacomi, N.; Gibin, D.; Gil-Botella, I.; Gilligan, S.; Gioiosa, A.; Giovannella, S.; Girerd, C.; Giri, A.K.; Gnani, D.; Gogota, O.; Gold, M.; Gollapinni, S.; Gollwitzer, K.; Gomes, R.A.; Gomez Bermeo, L.V.; Gomez Fajardo, L.S.; Gonnella, F.; Gonzalez-Diaz, D.; Gonzalez-Lopez, M.; Goodman, M.C.; Goodwin, O.; Goswami, S.; Gotti, C.; Goudeau, J.; Goudzovski, E.; Grace, C.; Gran, R.; Granados, E.; Granger, P.; Grant, C.; Gratieri, D.; Green, P.; Greenberg, S.; Greenler, L.; Greer, J.; Grenard, J.; Griffith, W.C.; Groetschla, F.T.; Groh, M.; Grzelak, K.; Gu, W.; Guarino, V.; Guarise, M.; Guenette, R.; Guerard, E.; Guerzoni, M.; Guffanti, D.; Guglielmi, A.; Guo, B.; Gupta, A.; Gupta, V.; Guthikonda, K.K.; Guzowski, P.; Guzzo, M.M.; Gwon, S.; Ha, C.; Haaf, K.; Habig, A.; Hadavand, H.; Hadef, A.; Haenni, R.; Hagaman, L.; Hahn, A.; Haiston, J.; Hamacher-Baumann, P.; Hamernik, T.; Hamilton, P.; Han, J.; Hancock, J.; Happacher, F.; Harris, D.A.; Hartnell, J.; Hartnett, T.; Harton, J.; Hasegawa, T.; Hasnip, C.; Hatcher, R.; Hatfield, K.W.; Hatzikoutelis, A.; Hayes, C.; Hayrapetyan, K.; Hays, J.; Hazen, E.; He, M.; Heavey, A.; Heeger, K.M.; Heise, J.; Henry, S.; Hernandez Morquecho, M.A.; Herner, K.; Hewes, V.; Hilgenberg, C.; Hill, T.; Hillier, S.J.; Himmel, A.; Hinkle, E.; Hirsch, L.R.; Ho, J.; Hoff, J.; Holin, A.; Holvey, T.; Hoppe, E.; Horton-Smith, G.A.; Hostert, M.; Houdy, T.; Hourlier, A.; Howard, B.; Howell, R.; Hoyos Barrios, J.; Hristova, I.; Hronek, M.S.; Huang, J.; Huang, R.G.; Hulcher, Z.; Iles, G.; Ilic, N.; Iliescu, A.M.; Illingworth, R.; Ingratta, G.; Ioannisian, A.; Irwin, B.; Isenhower, L.; Ismerio Oliveira, M.; Itay, R.; Jackson, C.M.; Jain, V.; James, E.; Jang, W.; Jargowsky, B.; Jediny, F.; Jena, D.; Jeong, Y.S.; Jesús-Valls, C.; Ji, X.; Jiang, J.; Jiang, L.; Jipa, A.; Jo, J.H.; Joaquim, F.R.; Johnson, W.; Jones, B.; Jones, R.; Jovancevic, N.; Judah, M.; Jung, C.K.; Junk, T.; Jwa, Y.; Kabirnezhad, M.; Kaboth, A.; Kadenko, I.; Kakorin, I.; Kalitkina, A.; Kalra, D.; Kamer Koseyan, O.; Kamiya, F.; Kaplan, D.M.; Karagiorgi, G.; Karaman, G.; Karcher, A.; Karyotakis, Y.; Kasai, S.; Kasetti, S.P.; Kashur, L.; Katsioulas, I.; Kazaryan, N.; Kearns, E.; Keener, P.; Kelly, K.J.; Kemp, E.; Kemularia, O.; Kermaidic, Y.; Ketchum, W.; Kettell, S.H.; Khabibullin, M.; Khotjantsev, A.; Khvedelidze, A.; Kim, D.; King, B.; Kirby, B.; Kirby, M.; Klein, J.; Kleykamp, J.; Klustova, A.; Kobilarcik, T.; Koehler, K.; Koerner, L.W.; Koh, D.H.; Kohn, S.; Koller, P.P.; Kolupaeva, L.; Korablev, D.; Kordosky, M.; Kosc, T.; Kose, U.; Kostelecký, V.A.; Kothekar, K.; Kotler, I.; Kozhukalov, V.; Kralik, R.; Kreczko, L.; Krennrich, F.; Kreslo, I.; Kropp, W.; Kroupova, T.; Kubu, M.; Kudenko, Y.; Kudryavtsev, V.A.; Kuhlmann, S.; Kulagin, S.; Kumar, J.; Kumar, P.; Kunze, P.; Kuravi, R.; Kurita, N.; Kuruppu, C.; Kus, V.; Kutter, T.; Kvasnicka, J.; Kwak, D.; Lambert, A.; Land, B.J.; Lane, C.E.; Lang, K.; Langford, T.; Langstaff, M.; Lanni, F.; Lantwin, O.; Larkin, J.; Lasorak, P.; Last, D.; Laundrie, A.; Laurenti, G.; Lawrence, A.; Laycock, P.; Lazanu, I.; Lazzaroni, M.; Le, T.; Leardini, S.; Learned, J.; LeBrun, P.; LeCompte, T.; Lee, C.; Legin, V.; Lehmann Miotto, G.; Lehnert, R.; Leigui de Oliveira, M.A.; Leitner, M.; Lepin, L.M.; Li, S.W.; Li, Y.; Liao, H.; Lin, C.S.; Lin, S.; Lindebaum, D.; Lineros, R.A.; Ling, J.; Lister, A.; Littlejohn, B.R.; Liu, J.; Liu, Y.; Lockwitz, S.; Loew, T.; Lokajicek, M.; Lomidze, I.; Long, K.; Lord, T.; LoSecco, J.M.; Louis, W.C.; Lu, X.-G.; Luk, K.B.; Lunday, B.; Luo, X.; Luppi, E.; Lux, T.; Luzio, V.P.; Maalmi, J.; MacFarlane, D.; Machado, A.A.; Machado, P.; Macias, C.T.; Macier, J.R.; MacMahon, M.; Maddalena, A.; Madera, A.; Madigan, P.; Magill, S.; Mahn, K.; Maio, A.; Major, A.; Majumdar, K.; Maloney, J.A.; Man, M.; Mandrioli, G.; Mandujano, R.C.; Maneira, J.; Manenti, L.; Manly, S.; Mann, A.; Manolopoulos, K.; Manrique Plata, M.; Manyam, V.N.; Marchan, M.; Marchionni, A.; Marciano, W.; Marfatia, D.; Mariani, C.; Maricic, J.; Marinho, F.; Marino, A.D.; Markiewicz, T.; Marsden, D.; Marshak, M.; Marshall, C.M.; Marshall, J.; Marteau, J.; Martín-Albo, J.; Martinez, N.; Martinez Caicedo, D.A.; Martínez López, F.; Martínez Miravé, P.; Martynenko, S.; Mascagna, V.; Mason, K.; Mastbaum, A.; Matichard, F.; Matsuno, S.; Matthews, J.; Mauger, C.; Mauri, N.; Mavrokoridis, K.; Mawby, I.; Mazza, R.; Mazzacane, A.; McAskill, T.; McCluskey, E.; McConkey, N.; McFarland, K.S.; McGrew, C.; McNab, A.; Mefodiev, A.; Mehta, P.; Melas, P.; Mena, O.; Mendez, H.; Mendez, P.; Méndez, D.P.; Menegolli, A.; Meng, G.; Messier, M.D.; Metcalf, W.; Mewes, M.; Meyer, H.; Miao, T.; Michna, G.; Mikola, V.; Milincic, R.; Miller, G.; Miller, W.; Mills, J.; Mineev, O.; Minotti, A.; Miranda, O.G.; Miryala, S.; Miscetti, S.; Mishra, C.S.; Mishra, S.R.; Mislivec, A.; Mitchell, M.; Mladenov, D.; Mocioiu, I.; Moffat, K.; Mogan, A.; Moggi, N.; Mohanta, R.; Mohayai, T.A.; Mokhov, N.; Molina, J.; Molina Bueno, L.; Montagna, E.; Montanari, A.; Montanari, C.; Montanari, D.; Montanino, D.; Montaño Zetina, L.M.; Moon, S.H.; Mooney, M.; Moor, A.F.; Moreno, D.; Morescalchi, L.; Moretti, D.; Morris, C.; Mossey, C.; Mote, M.; Motuk, E.; Moura, C.A.; Mousseau, J.; Mouster, G.; Mu, W.; Mualem, L.; Mueller, J.; Muether, M.; Muheim, F.; Muir, A.; Mulhearn, M.; Munford, D.; Munteanu, L.J.; Muramatsu, H.; Muraz, J.; Murphy, M.; Murphy, S.; Musser, J.; Nachtman, J.; Nagai, Y.; Nagu, S.; Nalbandyan, M.; Nandakumar, R.; Naples, D.; Narita, S.; Nath, A.; Navrer-Agasson, A.; Nayak, N.; Nebot-Guinot, M.; Negishi, K.; Nelson, J.K.; Nelson, M.; Nesbit, J.; Nessi, M.; Newbold, D.; Newcomer, M.; Newton, H.; Nichol, R.; Nicolas-Arnaldos, F.; Nikolica, A.; Nikolov, J.; Niner, E.; Nishimura, K.; Norman, A.; Norrick, A.; Novella, P.; Nowak, J.A.; Oberling, M.; Ochoa-Ricoux, J.P.; Olivier, A.; Olshevskiy, A.; Onel, Y.; Onishchuk, Y.; Ott, J.; Pagani, L.; Palacio, G.; Palamara, O.; Palestini, S.; Paley, J.M.; Pallavicini, M.; Palomares, C.; Pan, S.; Panduro Vazquez, W.; Pantic, E.; Paolone, V.; Papadimitriou, V.; Papaleo, R.; Papanestis, A.; Paramesvaran, S.; Parke, S.; Parozzi, E.; Parsa, S.; Parsa, Z.; Parveen, S.; Parvu, M.; Pasciuto, D.; Pascoli, S.; Pasqualini, L.; Pasternak, J.; Pater, J.; Patrick, C.; Patrizii, L.; Patterson, R.B.; Patton, S.J.; Patzak, T.; Paudel, A.; Paulucci, L.; Pavlovic, Z.; Pawloski, G.; Payne, D.; Pec, V.; Peeters, S.J.M.; Pena Perez, A.; Pennacchio, E.; Penzo, A.; Peres, O.L.G.; Perez Gonzalez, Y.F.; Pérez-Molina, L.; Pernas, C.; Perry, J.; Pershey, D.; Pessina, G.; Petrillo, G.; Petta, C.; Petti, R.; Pia, V.; Piastra, F.; Pickering, L.; Pietropaolo, F.; Pimentel, V.L.; Pinaroli, G.; Plows, K.; Plunkett, R.; Pollman, T.; Pompa, F.; Pons, X.; Poonthottathil, N.; Poppi, F.; Pordes, S.; Porter, J.; Potekhin, M.; Potenza, R.; Potukuchi, B.V.K.S.; Pozimski, J.; Pozzato, M.; Prakash, S.; Prakash, T.; Pratt, C.; Prest, M.; Psihas, F.; Pugnere, D.; Qian, X.; Raaf, J.L.; Radeka, V.; Rademacker, J.; Radev, R.; Radics, B.; Rafique, A.; Raguzin, E.; Rai, M.; Rajaoalisoa, M.; Rakhno, I.; Rakotonandrasana, A.; Rakotondravohitra, L.; Rameika, R.; Ramirez Delgado, M.A.; Ramson, B.; Rappoldi, A.; Raselli, G.; Ratoff, P.; Raut, S.; Razafinime, H.; Razakamiandra, R.F.; Rea, E.M.; Real, J.S.; Rebel, B.; Rechenmacher, R.; Reggiani-Guzzo, M.; Reichenbacher, J.; Reitzner, S.D.; Rejeb Sfar, H.; Renshaw, A.; Rescia, S.; Resnati, F.; Ribas, M.; Riboldi, S.; Riccio, C.; Riccobene, G.; Rice, L.C.J.; Ricol, J.S.; Rigamonti, A.; Rigaut, Y.; Rincón, E.V.; Ritchie-Yates, A.; Rivera, D.; Rivera, R.; Robert, A.; Rocabado Rocha, J.L.; Rochester, L.; Roda, M.; Rodrigues, P.; Rodriguez Alonso, M.J.; Rodriguez Rondon, J.; Romeo, E.; Rosauro-Alcaraz, S.; Rosier, P.; Rossella, M.; Rossi, M.; Ross-Lonergan, M.; Rout, J.; Roy, P.; Rubbia, A.; Rubbia, C.; Ruiz Ferreira, G.; Russell, B.; Ruterbories, D.; Rybnikov, A.; Saa-Hernandez, A.; Saakyan, R.; Sacerdoti, S.; Sahu, N.; Sala, P.; Samios, N.; Samoylov, O.; Sanchez, M.C.; Sandberg, V.; Sanders, D.A.; Sankey, D.; Santoro, D.; Saoulidou, N.; Sapienza, P.; Sarasty, C.; Sarcevic, I.; Sarra, I.; Savage, G.; Savinov, V.; Scanavini, G.; Scaramelli, A.; Scarff, A.; Scarpelli, A.; Schefke, T.; Schellman, H.; Schifano, S.; Schlabach, P.; Schmitz, D.; Schneider, A.W.; Scholberg, K.; Schukraft, A.; Segreto, E.; Selyunin, A.; Senise, C.R.; Sensenig, J.; Sgalaberna, D.; Shaevitz, M.H.; Shafaq, S.; Shaker, F.; Shamma, M.; Shanahan, P.; Sharankova, R.; Sharma, H.R.; Sharma, R.; Kumar, R.; Shaw, K.; Shaw, T.; Shchablo, K.; Shepherd-Themistocleous, C.; Sheshukov, A.; Shi, W.; Shin, S.; Shoemaker, I.; Shooltz, D.; Shrock, R.; Silber, J.; Simard, L.; Sinclair, J.; Sinev, G.; Singh, Jaydip; Singh, J.; Singh, L.; Singh, P.; Singh, V.; Singh Chauhan, S.; Sipos, R.; Sirri, G.; Sitraka, A.; Siyeon, K.; Skarpaas, K.; Smith, E.; Smith, P.; Smolik, J.; Smy, M.; Snider, E.L.; Snopok, P.; Snowden-Ifft, D.; Soares Nunes, M.; Sobel, H.; Soderberg, M.; Sokolov, S.; Solano Salinas, C.J.; Söldner-Rembold, S.; Soleti, S.R.; Solomey, N.; Solovov, V.; Sondheim, W.E.; Sorel, M.; Sotnikov, A.; Soto-Oton, J.; Sousa, A.; Soustruznik, K.; Spagliardi, F.; Spanu, M.; Spitz, J.; Spooner, N.J.C.; Spurgeon, K.; Stalder, D.; Stancari, M.; Stanco, L.; Steenis, J.; Stein, R.; Steiner, H.M.; Steklain Lisbôa, A.F.; Stepanova, A.; Stewart, J.; Stillwell, B.; Stock, J.; Stocker, F.; Stokes, T.; Strait, M.; Strauss, T.; Strigari, L.; Stuart, A.; Suarez, J.G.; Subash, J.; Surdo, A.; Susic, V.; Suter, L.; Sutera, C.M.; Sutton, K.; Suvorov, Y.; Svoboda, R.; Swain, S.K.; Szczerbinska, B.; Szelc, A.M.; Taffara, A.; Talukdar, N.; Tamara, J.; Tanaka, H.A.; Tang, S.; Taniuchi, N.; Tapia Oregui, B.; Tapper, A.; Tariq, S.; Tarpara, E.; Tata, N.; Tatar, E.; Tayloe, R.; Teklu, A.M.; Tennessen, P.; Tenti, M.; Terao, K.; Terranova, F.; Testera, G.; Thakore, T.; Thea, A.; Thompson, A.; Thorn, C.; Timm, S.C.; Tishchenko, V.; Todorović, N.; Tomassetti, L.; Tonazzo, A.; Torbunov, D.; Torti, M.; Tortola, M.; Tortorici, F.; Tosi, N.; Totani, D.; Toups, M.; Touramanis, C.; Travaglini, R.; Trevor, J.; Trilov, S.; Trzaska, W.H.; Tsai, Y.; Tsai, Y.-T.; Tsamalaidze, Z.; Tsang, K.V.; Tsverava, N.; Tu, S.Z.; Tufanli, S.; Tull, C.; Turner, J.; Tuzi, M.; Tyler, J.; Tyley, E.; Tzanov, M.; Uboldi, L.; Uchida, M.A.; Urheim, J.; Usher, T.; Utaegbulam, H.; Uzunyan, S.; Vagins, M.R.; Vahle, P.; Valder, S.; Valdiviesso, G.A.; Valencia, E.; Valentim, R.; Vallari, Z.; Vallazza, E.; Valle, J.W.F.; Vallecorsa, S.; Van Berg, R.; Van de Water, R.G.; Vanegas Forero, D.; Vannerom, D.; Varanini, F.; Vargas Oliva, D.; Varner, G.; Vasina, S.; Vaughan, N.; Vaziri, K.; Vega, J.; Ventura, S.; Verdugo, A.; Vergani, S.; Vermeulen, M.A.; Verzocchi, M.; Vicenzi, M.; Vieira de Souza, H.; Vignoli, C.; Vilela, C.; Viren, B.; Vizcaya-Hernandez, A.; Vrba, T.; Vuong, Q.; Wachala, T.; Waldron, A.V.; Wallbank, M.; Walton, T.; Wang, H.; Wang, J.; Wang, L.; Wang, M.H.L.S.; Wang, X.; Wang, Y.; Wang, Y.; Warburton, K.; Warner, D.; Wascko, M.O.; Waters, D.; Watson, A.; Wawrowska, K.; Weatherly, P.; Weber, A.; Weber, M.; Wei, H.; Weinstein, A.; Wenman, D.; Wetstein, M.; Whilhelmi, J.; White, A.; White, A.; Whitehead, L.H.; Whittington, D.; Wilking, M.J.; Wilkinson, A.; Wilkinson, C.; Williams, Z.; Wilson, F.; Wilson, R.J.; Wisniewski, W.; Wolcott, J.; Wolfs, J.; Wongjirad, T.; Wood, A.; Wood, K.; Worcester, E.; Worcester, M.; Wospakrik, M.; Wresilo, K.; Wret, C.; Wu, S.; Wu, W.; Wu, W.; Wurm, M.; Wyenberg, J.; Xiao, Y.; Xiotidis, I.; Yaeggy, B.; Yahlali, N.; Yandel, E.; Yang, G.; Yang, K.; Yang, T.; Yankelevich, A.; Yershov, N.; Yonehara, K.; Yoon, Y.S.; Young, T.; Yu, B.; Yu, H.; Yu, H.; Yu, J.; Yu, Y.; Yuan, W.; Zaki, R.; Zalesak, J.; Zambelli, L.; Zamorano, B.; Zani, A.; Zazueta, L.; Zeller, G.P.; Zennamo, J.; Zeug, K.; Zhang, C.; Zhang, S.; Zhang, Y.; Zhao, M.; Zhivun, E.; Zimmerman, E.D.; Zucchelli, S.; Zuklin, J.; Zutshi, V.; Zwaska, R. « less
- Date Published:
- Journal Name:
- Journal of Instrumentation
- Volume:
- 18
- Issue:
- 04
- ISSN:
- 1748-0221
- Page Range / eLocation ID:
- P04034
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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Sampling based planning is an important step for long-range navigation for an autonomous vehicle. This work proposes a GPU-accelerated sampling based path planning algorithm which can be used as a global planner in autonomous navigation tasks. A modified version of the generation portion for the Probabilistic Road Map (PRM) algorithm is presented which reorders some steps of the algorithm in order to allow for parallelization and thus can benefit highly from utilization of a GPU. The GPU and CPU algorithms were compared using a simulated navigation environment with graph generation tasks of several different sizes. It was found that the GPU-accelerated version of the PRM algorithm had significant speedup over the CPU version (up to 78×). This results provides promising motivation towards implementation of a real-time autonomous navigation system in the future.more » « less
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Artiles, Oswaldo ; Saeed, Fahad ( , Proceedings of IEEE International Conference on Big Data (Big Data))The Sparse Fast Fourier Transform (MIT-SFFT) is an algorithm to compute the discrete Fourier transform of a signal with a sublinear time complexity, i.e. algorithms with runtime complexity proportional to the sparsity level k, where k is the number of non-zero coefficients of the signal in the frequency domain. In this paper, we propose a highly scalable GPU-based parallel algorithm called GPU-SFFT for computing the SFFT of k-sparse signals. Our implementation of GPU-SFFT is based on parallel optimizations that leads to enormous speedups. These include carefully crafting parallel regions in the sequential MIT-SFFT code to exploit parallelism, and minimizing data movement between the CPU and the GPU. This allows us to exploit extreme parallelism for the CPU-GPU architectures and to maximize the number of concurrent threads executing instructions. Our experiments show that our designed CPU-GPU specific optimizations lead to enormous decrease in the run times needed for computing the SFFT. Further we show that GPU-SFFT is 38x times faster than the MIT-SFFT and 5x faster than cuFFT, the NVIDIA CUDA Fast Fourier Transform (FFT) library. The source code for GPU-SFFT is available at https://github.com/pcdslab.more » « less
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Chu, Huaiyuan ; Zhang, Yanqing ( , 2023 NeurIPS Workshop on Machine Learning with New Compute Paradigms (MLNCP))Different from traditional tedious CPU-GPU-based training algorithms using gradient descent methods, the software-FPGA co-designed learning algorithm is created to quickly solve a system of linear equations to directly calculate optimal values of hyperparameters of the green granular neural network (GGNN). To reduce both CO2 emissions and energy consumption effectively, a novel green granular convolutional neural network (GGCNN) is developed by using a new classifier that uses GGNNs as building blocks with new fast software-FPGA co-designed learning. Initial simulation results indicate that the FPGA equation solver code runs faster than the Python equation solver code. Therefore, implementing the GGCNN with software-FPGA co-designed learning is feasible. In the future, The GGCNN will be evaluated by comparing with a convolutional neural network with the traditional software-CPU-GPU-based learning in terms of speeds, model sizes, accuracy, CO2 emissions and energy consumption by using popular datasets. New algorithms will be created to divide the inputs to different input groups for building different GGNNs to solve the curse of dimensionality.more » « less
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Yuan, Ye ; Shi, Fengyan ; Kirby, James T. ; Yu, Fujiang ( , Journal of Advances in Modeling Earth Systems)
Abstract This paper documents development of a multiple‐Graphics Processing Unit (GPU) version of FUNWAVE‐Total Variation Diminishing (TVD), an open‐source model for solving the fully nonlinear Boussinesq wave equations using a high‐order TVD solver. The numerical schemes of FUNWAVE‐TVD, including Cartesian and spherical coordinates, are rewritten using CUDA Fortran, with inter‐GPU communication facilitated by the Message Passing Interface. Since FUNWAVE‐TVD involves the discretization of high‐order dispersive derivatives, the on‐chip shared memory is utilized to reduce global memory access. To further optimize performance, the batched tridiagonal solver is scheduled simultaneously in multiple‐GPU streams, which can reduce the GPU execution time by 20–30%. The GPU version is validated through a benchmark test for wave runup on a complex shoreline geometry, as well as a basin‐scale tsunami simulation of the 2011 Tohoku‐oki event. Efficiency evaluation shows that, in comparison with the CPU version running at a 36‐core HPC node, speedup ratios of 4–7 and above 10 can be observed for single‐ and double‐GPU runs, respectively. The performance metrics of multiple‐GPU implementation needs to be further evaluated when appropriate.
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Liu, Fang ; Sanchez, David M. ; Kulik, Heather J. ; Martínez, Todd J. ( , International Journal of Quantum Chemistry)
Abstract The conductor‐like polarizable continuum model (C‐PCM) with switching/Gaussian smooth discretization is a widely used implicit solvation model in quantum chemistry. We have previously implemented C‐PCM solvation for Hartree‐Fock (HF) and density functional theory (DFT) on graphical processing units (GPUs), enabling the quantum mechanical treatment of large solvated biomolecules. Here, we first propose a GPU‐based algorithm for the PCM conjugate gradient linear solver that greatly improves the performance for very large molecules. The overhead for PCM‐related evaluations now consumes less than 15% of the total runtime for DFT calculations on large molecules. Second, we demonstrate that our algorithms tailored for ground state C‐PCM are transferable to excited state properties. Using a single GPU, our method evaluates the analytic gradient of the linear response PCM time‐dependent density functional theory energy up to 80× faster than a conventional central processing unit (CPU)‐based implementation. In addition, our C‐PCM algorithms are transferable to other methods that require electrostatic potential (ESP) evaluations. For example, we achieve speed‐ups of up to 130× for restricted ESP‐based atomic charge evaluations, when compared to CPU‐based codes. We also summarize and compare the different PCM cavity discretization schemes used in some popular quantum chemistry packages as a reference for both users and developers.
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- https://doi.org/10.1088/1748-0221/18/04/P04034
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Cite: MLA FormatAbed Abud, A., Abi, B., Acciarri, R., Acero, M.A., Adames, M.R., Adamov, G., Adamowski, M., Adams, D., Adinolfi, M., Adriano, C., Aduszkiewicz, A., Aguilar, J., Ahmad, Z., Ahmed, J., Aimard, B., Akbar, F., Allison, K., Alonso Monsalve, S., Alrashed, M., Alt, C., Alton, A., Alvarez, R., Amedo, P., Anderson, J., Andrade, D.A., Andreopoulos, C., Andreotti, M., Andrews, M.P., Andrianala, F., Andringa, S., Anfimov, N., Anicézio Campanelli, W.L., Ankowski, A., Antoniassi, M., Antonova, M., Antoshkin, A., Antusch, S., Aranda-Fernandez, A., Arellano, L., Arnold, L.O., Arroyave, M.A., Asaadi, J., Ashkenazi, A., Asquith, L., Aurisano, A., Aushev, V., Autiero, D., Ayala-Torres, M., Azfar, F., Back, A., Back, H., Back, J.J., Bagaturia, I., Bagby, L., Balashov, N., Balasubramanian, S., Baldi, P., Baldini, W., Baller, B., Bambah, B., Barao, F., Barenboim, G., Barham Alzás, P., Barker, G.J., Barkhouse, W., Barnes, C., Barr, G., Barranco Monarca, J., Barros, A., Barros, N., Barrow, J.L., Basharina-Freshville, A., Bashyal, A., Basque, V., Batchelor, C., Battat, J.B.R., Battisti, F., Bay, F., Bazetto, M.C.Q., Bazo Alba, J.L.L., Beacom, J.F., Bechetoille, E., Behera, B., Belchior, E., Bellantoni, L., Bellettini, G., Bellini, V., Beltramello, O., Benekos, N., Benitez Montiel, C., Benjamin, D., Bento Neves, F., Berger, J., Berkman, S., Bernardini, P., Berner, R.M., Bersani, A., Bertolucci, S., Betancourt, M., Betancur Rodríguez, A., Bevan, A., Bezawada, Y., Bezerra, A.T., Bezerra, T.J., Bhambure, J., Bhardwaj, A., Bhatnagar, V., Bhattacharjee, M., Bhattacharya, M., Bhattarai, D., Bhuller, S., Bhuyan, B., Biagi, S., Bian, J., Biassoni, M., Biery, K., Bilki, B., Bishai, M., Bisignani, V., Bitadze, A., Blake, A., Blaszczyk, F.D., Blazey, G.C., Blend, D., Blucher, E., Boissevain, J., Bolognesi, S., Bolton, T., Bomben, L., Bonesini, M., Bonilla-Diaz, C., Bonini, F., Booth, A., Boran, F., Bordoni, S., Borkum, A., Bostan, N., Bour, P., Boyden, D., Bracinik, J., Braga, D., Brailsford, D., Branca, A., Brandt, A., Bravo-Moreno, M., Bremer, J., Brew, C., Brice, S.J., Brizzolari, C., Bromberg, C., Brooke, J., Bross, A., Brunetti, G., Brunetti, M., Buchanan, N., Budd, H., Buergi, J., V., G.Caceres, Cagnoli, I., Cai, T., Caiulo, D., Calabrese, R., Calafiura, P., Calcutt, J., Calin, M., Calivers, L., Calvez, S., Calvo, E., Caminata, A., Caratelli, D., Carber, D., Carceller, J.C., Carini, G., Carlus, B., Carneiro, M.F., Carniti, P., Caro Terrazas, I., Carranza, H., Carrara, N., Carroll, L., Carroll, T., Carter, A., Castaño Forero, J.F., Castillo, A., Catano-Mur, E., Cattadori, C., Cavalier, F., Cavallaro, G., Cavanna, F., Centro, S., Cerati, G., Cervelli, A., Cervera Villanueva, A., Chakraborty, K., Chalifour, M., Chappell, A., Chardonnet, E., Charitonidis, N., Chatterjee, A., Chattopadhyay, S., Chen, H., Chen, M., Chen, Y., Chen, Z., Chen-Wishart, Z., Cheon, Y., Cherdack, D., Chi, C., Childress, S., Chirco, R., Chiriacescu, A., Chitirasreemadam, N., Cho, K., Choate, S., Chokheli, D., Chong, P.S., Chowdhury, B., Christensen, A., Christian, D., Christodoulou, G., Chukanov, A., Chung, M., Church, E., Cicero, V., Clapa, D., Clarke, P., Cline, G., Coan, T.E., Cocco, A.G., Coelho, J.A.B., Cohen, A., Collot, J., Conley, E., Conrad, J.M., Convery, M., Copello, S., Cova, P., Cox, C., Cremaldi, L., Cremonesi, L., Crespo-Anadón, J.I., Crisler, M., Cristaldo, E., Crnkovic, J., Crone, G., Cross, R., Cudd, A., Cuesta, C., Cui, Y., Cussans, D., Dai, J., Dalager, O., Dallavalle, R., da Motta, H., Dar, Z.A., Darby, R., Da Silva Peres, L., David, C., David, Q., Davies, G.S., Davini, S., Dawson, J., De, K., De, S., De Aguiar, R., De Almeida, P., Debbins, P., De Bonis, I., Decowski, M.P., de Gouvêa, A., De Holanda, P.C., De Icaza Astiz, I.L., Deisting, A., De Jong, P., De la Torre, A., Delbart, A., De Leo, V., Delepine, D., Delgado, M., Dell'Acqua, A., Delmonte, N., De Lurgio, P., de Mello Neto, J.R.T., DeMuth, D.M., Dennis, S., Densham, C., Denton, P., Deptuch, G.W., De Roeck, A., De Romeri, V., De Souza, G., Detje, J.P., Devi, R., Dharmapalan, R., Dias, M., Díaz, J.S., Díaz, F., Di Capua, F., Di Domenico, A., Di Domizio, S., Di Falco, S., Di Giulio, L., Ding, P., Di Noto, L., Diociaiuti, E., Distefano, C., Diurba, R., Diwan, M., Djurcic, Z., Doering, D., Dolan, S., Dolek, F., Dolinski, M.J., Domenici, D., Domine, L., Donati, S., Donon, Y., Doran, S., Douglas, D., Dragone, A., Drielsma, F., Duarte, L., Duchesneau, D., Duffy, K., Dugas, K., Dunne, P., Dutta, B., Duyang, H., Dvornikov, O., Dwyer, D.A., Dyshkant, A.S., Eads, M., Earle, A., Edmunds, D., Eisch, J., Emberger, L., Englezos, P., Ereditato, A., Erjavec, T., Escobar, C.O., Evans, J.J., Ewart, E., Ezeribe, A.C., Fahey, K., Fajt, L., Falcone, A., Fani', M., Farnese, C., Farzan, Y., Fedoseev, D., Felix, J., Feng, Y., Fernandez-Martinez, E., Ferraro, F., Fields, L., Filip, P., Filkins, A., Filthaut, F., Fine, R., Fiorillo, G., Fiorini, M., Fischer, V., Fitzpatrick, R.S., Flanagan, W., Fleming, B., Flight, R., Fogarty, S., Foreman, W., Fowler, J., Franc, J., Franco, D., Freeman, J., Fried, J., Friedland, A., Fuess, S., Furic, I.K., Furman, K., Furmanski, A.P., Gabrielli, A., Gago, A., Gallagher, H., Gallas, A., Gallego-Ros, A., Gallice, N., Galymov, V., Gamberini, E., Gamble, T., Ganacim, F., Gandhi, R., Ganguly, S., Gao, F., Gao, S., Garcia-Gamez, D., García-Peris, M.Á., Gardiner, S., Gastler, D., Gauch, A., Gauvreau, J., Gauzzi, P., Ge, G., Geffroy, N., Gelli, B., Gendotti, A., Gent, S., Gerlach, L., Ghorbani-Moghaddam, Z., Giammaria, P., Giammaria, T., Giangiacomi, N., Gibin, D., Gil-Botella, I., Gilligan, S., Gioiosa, A., Giovannella, S., Girerd, C., Giri, A.K., Gnani, D., Gogota, O., Gold, M., Gollapinni, S., Gollwitzer, K., Gomes, R.A., Gomez Bermeo, L.V., Gomez Fajardo, L.S., Gonnella, F., Gonzalez-Diaz, D., Gonzalez-Lopez, M., Goodman, M.C., Goodwin, O., Goswami, S., Gotti, C., Goudeau, J., Goudzovski, E., Grace, C., Gran, R., Granados, E., Granger, P., Grant, C., Gratieri, D., Green, P., Greenberg, S., Greenler, L., Greer, J., Grenard, J., Griffith, W.C., Groetschla, F.T., Groh, M., Grzelak, K., Gu, W., Guarino, V., Guarise, M., Guenette, R., Guerard, E., Guerzoni, M., Guffanti, D., Guglielmi, A., Guo, B., Gupta, A., Gupta, V., Guthikonda, K.K., Guzowski, P., Guzzo, M.M., Gwon, S., Ha, C., Haaf, K., Habig, A., Hadavand, H., Hadef, A., Haenni, R., Hagaman, L., Hahn, A., Haiston, J., Hamacher-Baumann, P., Hamernik, T., Hamilton, P., Han, J., Hancock, J., Happacher, F., Harris, D.A., Hartnell, J., Hartnett, T., Harton, J., Hasegawa, T., Hasnip, C., Hatcher, R., Hatfield, K.W., Hatzikoutelis, A., Hayes, C., Hayrapetyan, K., Hays, J., Hazen, E., He, M., Heavey, A., Heeger, K.M., Heise, J., Henry, S., Hernandez Morquecho, M.A., Herner, K., Hewes, V., Hilgenberg, C., Hill, T., Hillier, S.J., Himmel, A., Hinkle, E., Hirsch, L.R., Ho, J., Hoff, J., Holin, A., Holvey, T., Hoppe, E., Horton-Smith, G.A., Hostert, M., Houdy, T., Hourlier, A., Howard, B., Howell, R., Hoyos Barrios, J., Hristova, I., Hronek, M.S., Huang, J., Huang, R.G., Hulcher, Z., Iles, G., Ilic, N., Iliescu, A.M., Illingworth, R., Ingratta, G., Ioannisian, A., Irwin, B., Isenhower, L., Ismerio Oliveira, M., Itay, R., Jackson, C.M., Jain, V., James, E., Jang, W., Jargowsky, B., Jediny, F., Jena, D., Jeong, Y.S., Jesús-Valls, C., Ji, X., Jiang, J., Jiang, L., Jipa, A., Jo, J.H., Joaquim, F.R., Johnson, W., Jones, B., Jones, R., Jovancevic, N., Judah, M., Jung, C.K., Junk, T., Jwa, Y., Kabirnezhad, M., Kaboth, A., Kadenko, I., Kakorin, I., Kalitkina, A., Kalra, D., Kamer Koseyan, O., Kamiya, F., Kaplan, D.M., Karagiorgi, G., Karaman, G., Karcher, A., Karyotakis, Y., Kasai, S., Kasetti, S.P., Kashur, L., Katsioulas, I., Kazaryan, N., Kearns, E., Keener, P., Kelly, K.J., Kemp, E., Kemularia, O., Kermaidic, Y., Ketchum, W., Kettell, S.H., Khabibullin, M., Khotjantsev, A., Khvedelidze, A., Kim, D., King, B., Kirby, B., Kirby, M., Klein, J., Kleykamp, J., Klustova, A., Kobilarcik, T., Koehler, K., Koerner, L.W., Koh, D.H., Kohn, S., Koller, P.P., Kolupaeva, L., Korablev, D., Kordosky, M., Kosc, T., Kose, U., Kostelecký, V.A., Kothekar, K., Kotler, I., Kozhukalov, V., Kralik, R., Kreczko, L., Krennrich, F., Kreslo, I., Kropp, W., Kroupova, T., Kubu, M., Kudenko, Y., Kudryavtsev, V.A., Kuhlmann, S., Kulagin, S., Kumar, J., Kumar, P., Kunze, P., Kuravi, R., Kurita, N., Kuruppu, C., Kus, V., Kutter, T., Kvasnicka, J., Kwak, D., Lambert, A., Land, B.J., Lane, C.E., Lang, K., Langford, T., Langstaff, M., Lanni, F., Lantwin, O., Larkin, J., Lasorak, P., Last, D., Laundrie, A., Laurenti, G., Lawrence, A., Laycock, P., Lazanu, I., Lazzaroni, M., Le, T., Leardini, S., Learned, J., LeBrun, P., LeCompte, T., Lee, C., Legin, V., Lehmann Miotto, G., Lehnert, R., Leigui de Oliveira, M.A., Leitner, M., Lepin, L.M., Li, S.W., Li, Y., Liao, H., Lin, C.S., Lin, S., Lindebaum, D., Lineros, R.A., Ling, J., Lister, A., Littlejohn, B.R., Liu, J., Liu, Y., Lockwitz, S., Loew, T., Lokajicek, M., Lomidze, I., Long, K., Lord, T., LoSecco, J.M., Louis, W.C., Lu, X.-G., Luk, K.B., Lunday, B., Luo, X., Luppi, E., Lux, T., Luzio, V.P., Maalmi, J., MacFarlane, D., Machado, A.A., Machado, P., Macias, C.T., Macier, J.R., MacMahon, M., Maddalena, A., Madera, A., Madigan, P., Magill, S., Mahn, K., Maio, A., Major, A., Majumdar, K., Maloney, J.A., Man, M., Mandrioli, G., Mandujano, R.C., Maneira, J., Manenti, L., Manly, S., Mann, A., Manolopoulos, K., Manrique Plata, M., Manyam, V.N., Marchan, M., Marchionni, A., Marciano, W., Marfatia, D., Mariani, C., Maricic, J., Marinho, F., Marino, A.D., Markiewicz, T., Marsden, D., Marshak, M., Marshall, C.M., Marshall, J., Marteau, J., Martín-Albo, J., Martinez, N., Martinez Caicedo, D.A., Martínez López, F., Martínez Miravé, P., Martynenko, S., Mascagna, V., Mason, K., Mastbaum, A., Matichard, F., Matsuno, S., Matthews, J., Mauger, C., Mauri, N., Mavrokoridis, K., Mawby, I., Mazza, R., Mazzacane, A., 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Highly-parallelized simulation of a pixelated LArTPC on a GPU. Retrieved from https://par.nsf.gov/biblio/10416547. Journal of Instrumentation 18.04 Web. doi:10.1088/1748-0221/18/04/P04034.
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"Highly-parallelized simulation of a pixelated LArTPC on a GPU". Journal of Instrumentation 18 (04). Country unknown/Code not available. https://doi.org/10.1088/1748-0221/18/04/P04034. https://par.nsf.gov/biblio/10416547.
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Cite: BibTeX Format@article{osti_10416547,
place = {Country unknown/Code not available}, title = {Highly-parallelized simulation of a pixelated LArTPC on a GPU}, url = {https://par.nsf.gov/biblio/10416547}, DOI = {10.1088/1748-0221/18/04/P04034}, abstractNote = {Abstract The rapid development of general-purpose computing on graphics processing units (GPGPU) is allowing the implementation of highly-parallelized Monte Carlo simulation chains for particle physics experiments. This technique is particularly suitable for the simulation of a pixelated charge readout for time projection chambers, given the large number of channels that this technology employs. Here we present the first implementation of a full microphysical simulator of a liquid argon time projection chamber (LArTPC) equipped with light readout and pixelated charge readout, developed for the DUNE Near Detector. The software is implemented with an end-to-end set of GPU-optimized algorithms. The algorithms have been written in Python and translated into CUDA kernels using Numba, a just-in-time compiler for a subset of Python and NumPy instructions. The GPU implementation achieves a speed up of four orders of magnitude compared with the equivalent CPU version. The simulation of the current induced on 10^3 pixels takes around 1 ms on the GPU, compared with approximately 10 s on the CPU. The results of the simulation are compared against data from a pixel-readout LArTPC prototype.}, journal = {Journal of Instrumentation}, volume = {18}, number = {04}, author = {Abed Abud, A. and Abi, B. and Acciarri, R. and Acero, M.A. and Adames, M.R. and Adamov, G. and Adamowski, M. and Adams, D. and Adinolfi, M. and Adriano, C. and Aduszkiewicz, A. and Aguilar, J. and Ahmad, Z. and Ahmed, J. and Aimard, B. and Akbar, F. and Allison, K. and Alonso Monsalve, S. and Alrashed, M. and Alt, C. and Alton, A. and Alvarez, R. and Amedo, P. and Anderson, J. and Andrade, D.A. and Andreopoulos, C. and Andreotti, M. and Andrews, M.P. and Andrianala, F. and Andringa, S. and Anfimov, N. and Anicézio Campanelli, W.L. and Ankowski, A. and Antoniassi, M. and Antonova, M. and Antoshkin, A. and Antusch, S. and Aranda-Fernandez, A. and Arellano, L. and Arnold, L.O. and Arroyave, M.A. and Asaadi, J. and Ashkenazi, A. and Asquith, L. and Aurisano, A. and Aushev, V. and Autiero, D. and Ayala-Torres, M. and Azfar, F. and Back, A. and Back, H. and Back, J.J. and Bagaturia, I. and Bagby, L. and Balashov, N. and Balasubramanian, S. and Baldi, P. and Baldini, W. and Baller, B. and Bambah, B. and Barao, F. and Barenboim, G. and Barham Alzás, P. and Barker, G.J. and Barkhouse, W. and Barnes, C. and Barr, G. and Barranco Monarca, J. and Barros, A. and Barros, N. and Barrow, J.L. and Basharina-Freshville, A. and Bashyal, A. and Basque, V. and Batchelor, C. and Battat, J.B.R. and Battisti, F. and Bay, F. and Bazetto, M.C.Q. and Bazo Alba, J.L.L. and Beacom, J.F. and Bechetoille, E. and Behera, B. and Belchior, E. and Bellantoni, L. and Bellettini, G. and Bellini, V. and Beltramello, O. and Benekos, N. and Benitez Montiel, C. and Benjamin, D. and Bento Neves, F. and Berger, J. and Berkman, S. and Bernardini, P. and Berner, R.M. and Bersani, A. and Bertolucci, S. and Betancourt, M. and Betancur Rodríguez, A. and Bevan, A. and Bezawada, Y. and Bezerra, A.T. and Bezerra, T.J. and Bhambure, J. and 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