1. Fast $b$-tagging at the high-level trigger of the ATLAS experiment in LHC Run 3
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Aad, Georges, Abbott, Braden Keim, Abeling, Kira, Abicht, Nils Julius, Abidi, Haider, Aboulhorma, Asmaa, Abramowicz, Halina, Abreu, Henso, Abulaiti, Yiming, Abusleme, Angel, Acharya, Bobby Samir, Adam Bourdarios, Claire, Adamczyk, Leszek, Adamek, Lukas, Addepalli, Sagar, Addison, Matt, Adelman, Jahred, Adiguzel, Aytul, Adye, Tim, Affolder, Tony, Afik, Yoav, Agaras, Merve Nazlim, Agarwala, Jinky, Aggarwal, Anamika, Agheorghiesei, Catalin, Ahmad, Ammara, Ahmadov, Faig, Ahmed, Waleed Syed, Ahuja, Sudha, Ai, Xiaocong, Aielli, Giulio, Aikot, Arya, Ait Tamlihat, Malak, Aitbenchikh, Brahim, Aizenberg, Iakov, Akbiyik, Melike, Akesson, Torsten, Akimov, Andrei, Akiyama, Daiya, Akolkar, Nilima Nilesh, Al Khoury, Konie, Alberghi, Gian Luigi, Albert, Justin, Albicocco, Pietro, Albouy, Guillaume Lucas, Alderweireldt, Sara, Aleksa, Martin, Alexandrov, Igor, Alexa, Calin, Alexopoulos, Theodoros, Alfonsi, Fabrizio, Algren, Malte, Alhroob, Muhammad, Ali, Babar, Ali, Hanadi, Ali, Shahzad, Alibocus, Samuel William, Aliev, Malik, Alimonti, Gianluca, Alkakhi, Wael, Allaire, Corentin, Allbrooke, Benedict, Allen, Julia Frances, Allendes Flores, Cristian Andres, Allport, Philip Patrick, Aloisio, Alberto, Alonso, Francisco, Alpigiani, Cristiano, Alvarez Estevez, Manuel, Alvarez Fernandez, Adrian, Alves Cardoso, Mario, Alviggi, Mariagrazia, Aly, Mohamed, Do Amaral Coutinho, Yara, Ambler, Alessandro, Amelung, Christoph, Amerl, Maximilian, Ames, Christoph, Amidei, Dante, Amor dos Santos, Susana Patricia, Amos, Kieran Robert, Ananiev, Viktor, Anastopoulos, Christos, Andeen, Timothy Robert, Anders, John Kenneth, Andrean, Stefio Yosse, Andreazza, Attilio, Angelidakis, Stylianos, Angerami, Aaron, Anisenkov, Alexey, Annovi, Alberto, Antel, Claire, Anthony, Matthew Thomas, Antipov, Egor, Antonelli, Mario, Anulli, Fabio, Aoki, Masato, Aoki, Takumi, Aparisi Pozo, Javier Alberto, Aparo, Marco, Aperio Bella, Ludovica, Appelt, Christian, Apyan, Aram, Aranzabal Barrio, Nordin, Arcangeletti, Chiara, Arce, Ayana Tamu, Arena, Eloisa, Arguin, Jean-Francois, Argyropoulos, Spyros, Arling, Jan-Hendrik, Arnaez, Olivier, Arnold, Hannah, Artoni, Giacomo, Asada, Haruka, Asai, Kanae, Asai, Shoji, Asbah, Nedaa Alexandra, Assahsah, Jihad, Assamagan, Ketevi Adikle, Astalos, Robert, Atashi, Rose, Atkin, Ryan Justin, Atkinson, Markus Julian, Atmani, Hicham, Atmasiddha, Prachi, Augsten, Kamil, Auricchio, Silvia, Auriol, Adrien, Austrup, Volker Andreas, Avolio, Giuseppe, Axiotis, Konstantinos, Azuelos, Georges, Babal, Dominik, Bachacou, Henri, Bachas, Konstantinos, Bachiu, Alexander, Backman, Karl Filip, Badea, Anthony, Bagnaia, Paolo, Bahmani, Marzieh, Bailey, Adam, Bailey, Virginia, Baines, John, Baines, Luke, Bakalis, Christos, Baker, Keith, Bakos, Evelin, Bakshi Gupta, Debottam, Balakrishnan, Veena, Balasubramanian, Rahul, Baldin, Evgenii, Balek, Petr, Ballabene, Eric, Balli, Fabrice, Baltes, Lisa Marie, Balunas, William Keaton, Balz, Johannes, Banas, Elzbieta, Bandieramonte, Marilena, 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Vitaliano, Chiarelli, Giorgio, Chiedde, Nemer, Chiodini, Gabriele, Chisholm, Andrew Stephen, Chitan, Adrian, Chitishvili, Mariam, Chizhov, Mihail, Choi, Kyungeon, Chomont, Arthur, Chou, Yuan-Tang, Chow, Edwin, Chowdhury, Tasnuva, Chu, Michael Kwok Lam, Chu, Ming Chung, Chu, Xiaotong, Chudoba, Jiri, Chwastowski, Janusz, Cieri, Davide, Ciesla, Krzysztof, Cindro, Vladimir, Ciocio, Alessandra, Cirotto, Francesco, Citron, Zvi, Citterio, Mauro, Ciubotaru, Dan Andrei, Ciungu, Bianca Monica, Clark, Allan, Clark, Philip, Clavijo Columbie, Jose Manuel, Clawson, Savannah, Clement, Christophe, Clercx, Joshua, Clissa, Luca, Coadou, Yann, Cobal, Marina, Coccaro, Andrea, Barrue, Ricardo, Coelho Lopes de Sa, Rafael, Coelli, Simone, Cohen, Hadar, Coimbra, Artur, Cole, Brian, Collot, Johann, Conde Muino, Patricia, Connell, Matt, Connell, Simon, Connelly, Ian Allan, Conroy, Eimear Isobel, Conventi, Francesco, Cooke, Harry, Sarkar, Amanda, Cordeiro Oudot Choi, Artur, Cormier, Felix, Corpe, Louie Dartmoor, 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Roland, Christophe Pol A, Roloff, Jennifer, Romaniouk, Anatoli, Romano, Emanuele, Romano, Marino, Romero, Anabel, Rompotis, Nikolaos, Roos, Lydia, Rosati, Stefano, Rosser, Benjamin John, Rossi, Eleonora, Rossi, Elvira, Rossi, Leonardo, Rossini, Lorenzo, Rosten, Rachel Christine, Rotaru, Marina, Rottler, Benjamin, Rougier, Charline, Rousseau, David, Rousso, David, Roy, Avik, Roy-Garand, Sebastien, Rozanov, Alexandre, Rozen, Yoram, Ruan, Ruanxf, Rubio Jimenez, Adrian, Ruby, Adam James, Ruelas Rivera, Victor Hugo, Ruggeri, Tristan Andrew, Ruggiero, Alessandro, Ruiz Martinez, Arantxa, Rummler, Andre, Rurikova, Zuzana, Rusakovich, Nikolai, Russell, Heather, Russo, Graziella, Rutherfoord, John P, Rutherford Colmenares, Sebastian, Rybacki, Katherine Amy, Rybar, Martin, Rye, Eli Baverfjord, Ryzhov, Andrey, Sabater Iglesias, Jorge Andres, Sabatini, Paolo, Sabetta, Luigi, Sadrozinski, Hartmut, Safai Tehrani, Francesco, Safarzadeh Samani, Batool, Safdari, Murtaza, Saha, Shreya, Sahinsoy, Merve, Saimpert, Matthias, Saito, Masahiko, Saito, Tomoyuki, Salamani, Dalila, Salnikov, Andy, Salt, Jose, Salvador Salas, Adrian, Salvatore, Daniela, Salvatore, Fabrizio, Salzburger, Andreas, Sammel, Dirk, Sampsonidis, Dimos, Sampsonidou, Despoina, Sanchez Martinez, Francisco Javier, Sanchez Pineda, Arturos, Sanchez Sebastian, Victoria, Sandaker, Heidi, Sander, Christian, Sandesara, Jay Ajitbhai, Sandhoff, Marisa, Sandoval Usme, Carlos, Sankey, David, Sano, Takane, Sansoni, Andrea, Santi, Lorenzo, Santoni, Claudio, Santos, Helena, Santpur, Sai Neha, Santra, Arka, Saoucha, Kamal, Mendes Saraiva, Joao Gentil, Sardain, Jad Mathieu, Sasaki, Osamu, Sato, Koji, Sauer, Christof, Sauerburger, Frank, Sauvan, Emmanuel, Savard, Pierre, Sawada, Ryu, Sawyer, Craig, Sawyer, Lee, Sayago Galvan, Ivan, Sbarra, Carla, Sbrizzi, Antonio, Scanlon, Timothy Paul, Schaarschmidt, Jana, Schacht, Peter, Schaefer, Douglas Michael, Schaefer, Uli, Schaffer, R.D, Schaile, Dorothee, Schamberger, Robert Dean, Scharf, Christian, Schefer, Meinrad Moritz, Chtcheguelski, Valery, Scheirich, Daniel, Schenck, Ferdinand, Schernau, Michael, Scheulen, Chris, Schiavi, Carlo, Schioppa, Enrico, Schioppa, Marco, Schlag, Bastian, Schleicher, Katharina, Schlenker, Stefan, Schmeing, Jonas, Schmidt, Mustafa Andre, Schmieden, Kristof, Schmitt, Christian, Schmitt, Stefan, Schoeffel, Laurent Olivier, Schoening, Andre, Scholer, Patrick, Schopf, Elisabeth, Schott, Matthias, Schovancova, Jaroslava, Schramm, Steven, Schroeder, Frederic, Schroer, Tomke, Schultz-Coulon, Hans-Christian, Schumacher, Markus, Schumm, Bruce Andrew, Schune, Philippe, Schuy, Alexander Joseph, Schwartz, Hava Rhian, Schwartzman, Ariel Gustavo, Schwarz, Thomas Andrew, Schwemling, Philippe, Schwienhorst, Reinhard, Sciandra, Andrea, Sciolla, Gabriella, Scuri, Fabrizio, Sebastiani, Cristiano, Sedlaczek, Kevin, Seema, Pienpen, Seidel, Sally, Seiden, Abraham, Seidlitz, Blair Daniel, Seitz, Claudia, Seixas, Jose, Sekhniaidze, Givi, Sekula, Stephen Jacob, Selem, Luka, Semprini Cesari, Nicola, Sengupta, Debajyoti, Senthilkumar, Varsha, Serin, Laurent, Serkin, Leonid, Sessa, Marco, Severini, Horst, Sforza, Federico, Sfyrla, Anna, Shabalina, Elizaveta, Shaheen, Rabia, Shahinian, Jeff, Shaked Renous, Dan, Shan, Lianyou, Shapiro, Marjorie, Sharma, Abhishek, Sharma, Punit, Sharma, Surabhi, Shatalov, Sppavel, Shaw, Kate, Shaw, Savanna, Kirianova, Anna, Shen, Qiuping, Sherwood, Peter, Shi, Liaoshan, Shi, Xin, Shimmin, Chase Owen, Shinner, James David, Shipsey, Ian, Shirabe, Shohei, Shiyakova, Mariya, Shlomi, Jonathan, Shochet, Mel, Shojaii, Seyed Ruhollah, Shope, David Richard, Shrestha, Bijay, Shrestha, Suyog, Shrif, Esra Mohammed, Shroff, Maheyer Jamshed, Sicho, Petr, Sickles, Anne Marie, Sideras Haddad, Elias, Sidoti, Antonio, Siegert, Frank, Sijacki, Dorde, Sikora, Rafal, Sili, Francisco, Cardoso Silva, Julia Manuela, Silva Oliveira, Marcos Vinicius, Silverstein, Samuel, Simion, Stefan, Simoniello, Rosa, Simpson, Ethan Lewis, Simpson, Harry, Simpson, Liana, Simpson, Nathan Daniel, Simsek, Sinem, Sindhu, Sreelakshmi, Sinervo, Pekka, Singh, Sahibjeet, Sinha, Supriya, Sinha, Sukanya, Sioli, Maximiliano, Siral, Ismet, Sitnikova, Elizaveta, Sivoklokov, Serguei, Sjoelin, Joergen, Skaf, Ali, Skorda, Eleni, Skubic, Patrick, Slawinska, Magdalena, Smakhtin, Vladimir, Smart, Ben Harry, Smiesko, Juraj, Smirnov, Serge, Smirnov, Yury, Smirnova, Lidia, Smirnova, Oxana, Smith, Andrew Caldon, Smith, Emily Ann, Smith, Hayden Alexander, Smith, James, Smith, Rachel Emma Clarke, Smizanska, Maria, Smolek, Karel, Snesarev, Andrei, Snider, Sean Robert, Snoek, Hella, Snyder, Scott, Sobie, Randy, Soffer, Abi, Solans Sanchez, Carlos, Soldatov, Evgeny, Soldevila Serrano, Urmila, Solodkov, Sanya, Solomon, Shalu, Soloshenko, Aleksey, Solovieva, Ksenia, Solovyanov, Oleg, Solovyev, Victor, Sommer, Philip, Sonay, Anil, Song, Wen Yi, Sonneveld, Jory, Sopczak, Andre, Sopio, Alex, Sopkova, Filomena, Sothilingam, Varsiha, Sottocornola, Simone, Soualah, Rachik, Soumaimi, Zainab, South, David, Soybelman, Nathalie, Spagnolo, Stefania, Spalla, Margherita, Sperlich, Dennis, Spigo, Giancarlo, Spinali, Sebastiano, Spiteri, Dwayne Patrick, Spousta, Martin, Staats, Ezekiel, Stabile, Alberto, Stamen, Rainer, Stampekis, Alexios, Standke, Mark, Stanecka, Ewa, Stange, Max Vincent, Stanislaus, Beojan, Stanitzki, Marcel, Stapf, Birgit Sylvia, Starchenko, Jenya, Stark, Giordon Holtsberg, Stark, Jan, Starko, Darij Markian, Staroba, Pavel, Starovoitov, Pavel, Staerz, Steffen, Staszewski, Rafal, Stavropoulos, George, Steentoft, Jonas, Steinberg, Peter Alan, Stelzer, Bernd, Stelzer, Joerg, Stelzer-Chilton, Oliver, Stenzel, Hasko, Stevenson, Thomas James, Stewart, Graeme A, Stewart, Joshua Ryan, Stockton, Mark, Stoicea, Gabriel, Stolarski, Marcin, Stonjek, Stefan, Straessner, Arno, Strandberg, Jonas, Strandberg, Sara, Stratmann, Maren, Strauss, Mike, Strebler, Thomas, Strizenec, Pavol, Strohmer, Raimund, Strom, David, Strom, Lars Rickard, Stroynowski, Ryszard, Strubig, Antonia, Stucci, Stefania Antonia, Stugu, Bjarne, Stupak, John, Styles, Nicholas, Su, Dong, Su, Shixiang, Su, Wanyun, Su, Xiaowen, Sugizaki, Kaito, Sulin, Vladimir, Sullivan, Matthew James, Sultan, D.M.S, Sultanaliyeva, Laily, Sultanov, Salekh, Sumida, Toshi, Sun, Siyuan, Sun, Shaojun, Gudnadottir, Olga, Sur, Nairit, Sutton, Mark, Suzuki, Hisanori, Svatos, Michal, Swiatlowski, Maximilian J, Swirski, Thorben, Sykora, Ivan, Sykora, Martin, Sykora, Tomas, Ta, Duc Bao, Tackmann, Kerstin, Taffard, Anyes, Tafirout, Reda, Tafoya Vargas, Juan Salvador, Takeva, Emily Petrova, Takubo, Yosuke, Talby, Mossadek, Talyshev, Alexei, Tam, Kai Chung, Tamir, Nadav Michael, Tanaka, Aoto, Tanaka, Junichi, Tanaka, Rei, Tanasini, Martino, Tao, Zhengcheng, Tapia Araya, Sebastian, Tapprogge, Stefan, Tarek, Ahmed, Tarem, Shlomit, Tariq, Khuram, Tarna, Grigore, Tartarelli, Francesco, Tas, Petr, Tasevsky, Marek, Tassi, Enrico, Tate, Aric, Tateno, Gen, Tayalati, Yahya, Taylor, Geoffrey Norman, Taylor, Wendy Jane, Teagle, Hamish Edward, Tee, Amy, Teixeira de Lima, Rafael, Teixeira-Dias, Pedro, Teoh, Jia Jian, Terashi, Koji, Terron Cuadrado, Juan, Terzo, Stefano, Testa, Marianna, Teuscher, Richard, Thaler, Alexander, Theiner, Ondrej, Themistokleous, Neofytos, Theveneaux-Pelzer, Timothee, Thielmann, Oliver, Thomas, David William, Thomas, Juergen, Thompson, Emily Anne, Thompson, Paul, Thomson, Evelyn Jean, Tian, Yusong, Tikhomirov, Vladimir, Tikhonov, Iouri, Timoshenko, Sergei, Timoshyn, Denys, Ting, Edmund Xiang Lin, Tipton, Paul Louis, Tlou, Humphry, Tnourji, Abdellah, Todome, Kazuki, Todorova, Sarka, Todt, Stefanie, Togawa, Manabu, Tojo, Junji, Tokar, Stano, Tokushuku, Katsuo, Toldaiev, Alex, Tombs, Rupert, Tomoto, Makoto, Tompkins, Lauren Alexandra, Topolnicki, Kacper Wojciech, Torrence, Eric, Torres, Heberth, Torro Pastor, Emma, Toscani, Mariana, Tosciri, Cecilia, Tost, Marc, Tovey, Daniel, Traeet, Are Sivertsen, Trandafir, Iulia-Stefania, Trefzger, Thomas, Tricoli, Alessandro, Trigger, Isabel, Trincaz-Duvoid, Sophie, Trischuk, Dominique Anderson, Trocme, Benjamin, Troncon, Clara, Truong, Thi Ngoc Loan, Trzebinski, Maciej, Trzupek, Adam, Tsai, Fang-Ying, Tsai, Meng-Ju, Tsiamis, Angelos, Tsiareshka, Pavel, Tsigaridas, Stergios, Tsirigotis, Apostolos, Tsiskaridze, Vakhtang, Tskhadadze, Edisher, Tsopoulou, Maria-Evanthia, Tsujikawa, Yoshiaki, Tsukerman, Ilia, Tsulaia, Vakhtang, Tsuno, Soshi, Tsur, Omer, Tsuri, Kimu, Tsybyshev, Dmitry, Tu, Yanjun, Tudorache, Alexandra, Tudorache, Valentina, Tuna, Alexander Naip, Turchikhin, Semen, Turk Cakir, Ilkay, Turra, Ruggero, Turtuvshin, Tulgaa, Tuts, Mike, Tzamarias, Spyros, Tzanis, Polyneikis, Tzovara, Eftychia, Ukegawa, Fumihiko, Ulloa Poblete, Pablo Augusto, Umaka, Ejiro Naomi, Unal, Guillaume, Unal, Mesut, Undrus, Alexander, Unel, Gokhan, Urban, Josef, Urquijo, Phillip, Usai, Giulio, Ushioda, Risa, Usman, Muhammad, Uysal, Zekeriya, Vacavant, Laurent, Vacek, Vic, Vachon, Brigitte, Vadla, Knut Oddvar Hoie, Vafeiadis, Theodoros, Vaitkus, Andrius, Valderanis, Chrysostomos, Valdes Santurio, Eduardo, Valente, Marco, Valentinetti, Sara, Valero Biot, Alberto, Valiente Moreno, Enrique, Vallier, Alexis, Valls Ferrer, Juan, van Arneman, Dylan Remberto, van Daalen, Tal Roelof, van der Graaf, Aaron, van Gemmeren, Peter, van Rijnbach, Milou, van Stroud, Samuel, van Vulpen, Ivo, Vanadia, Marco, Vandelli, Wainer, Vandenbroucke, Maxence, van de Wall, Evan Richard, Vannicola, Damiano, Vannoli, Leonardo, Vari, Riccardo, Varnes, Erich Ward, Varni, Carlo, Mete, Tulin, Varouchas, Dimitris, Varriale, Lorenzo, Varvell, Kevin, Vasile, Matei, Vaslin, Louis, Vasquez, Gerardo, Vasyukov, Artem, Vazeille, Francois, Vazquez Schroeder, Tamara, Veatch, Jason Robert, Vecchio, Valentina, Veen, Michiel Jan, Veliscek, Iza, Veloce, Laurelle Maria, Veloso, Filipe, Veneziano, Stefano, Ventura, Andrea, Ventura Gonzalez, Salvador, Verbytskyi, Andrii, Verducci, Monica, Vergis, Christos, Verissimo de Araujo, Micael, Verkerke, Wouter, Vermeulen, Jos, Vernieri, Caterina, Vessella, Makayla, Vetterli, Michel Joseph, Vgenopoulos, Andreas, Viaux Maira, Nicolas, Vickey, Trevor, Vickey Boeriu, Oana, Viehhauser, Georg, Vigani, Luigi, Villa, Mauro, Villaplana, Miguel, Villhauer, Elena Michelle, Vilucchi, Elisabetta, Vincter, Manuella, Virdee, Govindraj Singh, Vishwakarma, Akanksha, Visibile, Andrea, Vittori, Camilla, Vivarelli, Iacopo, Vladimirov, Vangelis, Voevodina, Elena, Vogel, Fabian, Vokac, Petr, Volkotrub, Yuriy, von Ahnen, Janik, von Torne, Eckhard, Vormwald, Benedikt, Vorobel, Vit, Vorobev, Konstantin, Vos, Marcel, Voss, Katharina, Vossebeld, Joost, Vozak, Matous, Vozdecky, Lubos, Vranjes, Nenad, Vranjes Milosavljevic, Marija, Vreeswijk, Marcel, Vu, Ngoc Khanh, Vuillermet, Raphael, Vujinovic, Olivera, Vukotic, Ilija, Wada, Sayaka, Wagner, Cooper, Wagner, Johannes Michael, Wagner, Wolfgang, Wahdan, Shayma, Wahlberg, Hernan Pablo, Wakida, Moe, Walder, James William, Walker, Rodney, Walkowiak, Wolfgang, Wall, Andie, Wamorkar, Tanvi, Wang, Alex Zeng, Wang, Chen, Wang, Chenliang, Wang, Haichen, Wang, Jiawei, Wang, Renjie, Wang, Rongkun, Wang, Rui, Wang, Song-Ming, Wang, Shuanggeng, Wang, Tao, Wang, Weitao, Wang, Wei, Wang, Xin, Wang, Xiaoning, Wang, Xi, Wang, Yufeng, Wang, Yuhao, Wang, Zirui, Wang, Zhen, Wang, Zhichen, Warburton, Andreas, Ward, Robert James, Warrack, Neil, Watson, Alan, Watson, Harriet, Watson, Miriam, Watton, Elliot, Watts, Gordon, Waugh, Benedict Martin, Weber, Christian, Weber, Hannsjorg, Weber, Michele, Weber, Sebastian Mario, Wei, Chuanshun, Wei, Yingjie, Weidberg, Anthony, Weik, Edison James, Weingarten, Jens, Weirich, Marcel, Weiser, Christian, Wells, Craig John, Wenaus, Torre, Wendland, Bjoern, Wengler, Thorsten, Wenke, Nina Stephanie, Wermes, Norbert, Wessels, Martin, Wharton, Andrew Mark, White, Aaron Stephen, White, Andrew, White, Martin John, Whiteson, Daniel, Wickremasinghe, Lakmin, Wiedenmann, Werner, Wiel, Christian, Wielers, Monika, Wiglesworth, Craig, Wilbern, Daniel John, Wilkens, Henric, Williams, Daniel, Williams, Hugh, Williams, Sarah Louise, Willocq, Stephane, Wilson, Benjamin James, Windischhofer, Philipp, Winkel, Federico, Winklmeier, Frank, Winter, Benedict Tobias, Winter, Joshua Krystian, Wittgen, Matthias, Wobisch, Markus, Wolffs, Zef, Wollrath, Julian, Wolter, Marcin, Wolters, Helmut, Wongel, Alicia, Worm, Steven, Wosiek, Barbara Krystyna, Wozniak, Krzysztof Wieslaw, Wozniewski, Sebastian, Wraight, Kenneth Gibb, Wu, Chonghao, Wu, Jinfei, Wu, Minlin, Wu, Mengqing, Wu, Sau Lan, Wu, Xin, Wu, Yusheng, Wu, Zhibo, Wurzinger, Jonas, Wyatt, Terry, Wynne, Benjamin Michael, Xella, Stefania, Xia, Ligang, Xia, Mingming, Xiang, Jianhuan, Xie, Mingzhe, Xie, Xiangyu, Xin, Shuiting, Xiong, Junwen, Xu, Da, Xu, Hao, Xu, Lailin, Xu, Riley, Xu, Tairan, Xu, Yue, Xu, Zhongyukun, Xu, Zijun, Yabsley, Bruce Donald, Yacoob, Sahal, Yamaguchi, Yohei, Yamashita, Erika, Yamauchi, Hiroki, Yamazaki, Tomohiro, Yamazaki, Yuji, Yan, Jun, Yan, Siyuan, Yan, Zhen, Yang, Haijun, Yang, Hongtao, Yang, Siqi, Yang, Tianyi, Yang, Xiao, Yang, Xuan, Yang, Yi-Lin, Yang, Yifan, Yang, Zhe, Yao, Wei-Ming, Yap, Yee Chinn, Ye, Hanfei, Ye, Hua, Ye, Jingbo, Ye, Shuwei, Ye, Xinmeng, Yeh, Yoran, Yeletskikh, Ivan, Yeo, Beom Ki, Yexley, Melissa, Yin, Pengqi, Yorita, Kohei, Younas, Sulman, Young, Christopher, Young, Charlie, Yu, Chengjun, Yu, Yi, Yuan, Man, Yuan, Rui, Yue, Luzhan, Zaazoua, Mohamed, Zabinski, Bartlomiej Henryk, Zaid, Estifa'A, Zakareishvili, Tamar, Zakharchuk, Nataliia, Zambito, Stefano, Zamora Saa, Jilberto Antonio, Zang, Jiaqi, Zanzi, Daniele, Zaplatilek, Ota, Zeitnitz, Christian, Zeng, Hao, Zeng, Jiancong, Zenger, Todd, Zenin, Oleg, Zenis, Tibor, Zenz, Seth, Zerradi, Soufiane, Zerwas, Dirk, Zhai, Mingjie, Zhang, Bowen, Zhang, Dengfeng, Zhang, Jie, Zhang, Jinlong, Zhang, Kaili, Zhang, Lei, Zhang, Peng, Zhang, Rui, Zhang, Shuzhou, Zhang, Tingyu, Zhang, Xiangke, Zhang, Xueyao, Zhang, Yulei, Zhang, Yuwen Ebony, Zhang, Zhicai, Zhang, Zhiqing Philippe, Zhao, Haoran, Zhao, Pingchuan, Zhao, Tongbin, Zhao, Yuzhan, Zhao, Zhengguo, Zhemchugov, Alexey, Zheng, Jinchao, Zheng, Kai, Zheng, Xiangxuan, Zheng, Zhi, Zhong, Dewen, Zhou, Bing, Zhou, Hao, Zhou, Ning, Zhou, You, Zhu, Chengguang, Zhu, Junjie, Zhu, Yifan, Zhu, Yingchun, Zhuang, Xuai, Zhukov, Konstantin, Zhulanov, Vladimir, Zimine, Nikolai, Zinsser, Joachim, Ziolkowski, Michal, Zivkovic, Lidija, Zoccoli, Antonio, Zoch, Knut, Zorbas, Theodore, Zormpa, Olga, Zou, Wenkai, Zwalinski, Lukasz, Centre de Physique des Particules de Marseille (CPPM), Aix Marseille Université (AMU)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Laboratoire d'Annecy de Physique des Particules (LAPP), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Laboratoire de Physique des 2 Infinis Irène Joliot-Curie (IJCLab), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Institut de Recherches sur les lois Fondamentales de l'Univers (IRFU), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay, Laboratoire de Physique Nucléaire et de Hautes Énergies (LPNHE (UMR_7585)), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), AstroParticule et Cosmologie (APC (UMR_7164)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Laboratoire de Physique de Clermont (LPC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Clermont Auvergne (UCA), Laboratoire des deux Infinis de Toulouse (L2IT), Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), and ATLAS
- Subjects
p p: scattering ,data analysis method ,final state: ((n)jet) ,neural network ,FOS: Physical sciences ,costs ,bottom: pair production ,bottom: particle identification ,High Energy Physics - Experiment ,High Energy Physics - Experiment (hep-ex) ,statistical analysis ,[PHYS.HEXP]Physics [physics]/High Energy Physics - Experiment [hep-ex] ,hep-ex ,jet: hadronic ,ATLAS ,tracks ,CERN LHC Coll ,track data analysis: jet ,efficiency ,Higgs particle: hadronic decay ,Higgs particle: pair production ,trigger: hardware ,jet: bottom ,p p: colliding beams ,jet: trigger ,signature ,Particle Physics - Experiment - Abstract
The ATLAS experiment relies on real-time hadronic jet reconstruction and $b$-tagging to record fully hadronic events containing $b$-jets. These algorithms require track reconstruction, which is computationally expensive and could overwhelm the high-level-trigger farm, even at the reduced event rate that passes the ATLAS first stage hardware-based trigger. In LHC Run 3, ATLAS has mitigated these computational demands by introducing a fast neural-network-based $b$-tagger, which acts as a low-precision filter using input from hadronic jets and tracks. It runs after a hardware trigger and before the remaining high-level-trigger reconstruction. This design relies on the negligible cost of neural-network inference as compared to track reconstruction, and the cost reduction from limiting tracking to specific regions of the detector. In the case of Standard Model $HH \rightarrow b\bar{b}b\bar{b}$, a key signature relying on $b$-jet triggers, the filter lowers the input rate to the remaining high-level trigger by a factor of five at the small cost of reducing the overall signal efficiency by roughly 2%., 37 pages in total, author list starting page 21, 5 figures, 2 tables, submitted to JINST. All figures including auxiliary figures are available at https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/TRIG-2022-03
- Published
- 2023