Semi-Equivariant GNN Architectures for Jet Tagging
Murnane, Daniel, Thais, Savannah, Wong, Jason
Published in Journal of physics. Conference series (01.02.2023)
Published in Journal of physics. Conference series (01.02.2023)
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Performance of a geometric deep learning pipeline for HL-LHC particle tracking
Ju, Xiangyang, Murnane, Daniel, Calafiura, Paolo, Choma, Nicholas, Conlon, Sean, Farrell, Steven, Xu, Yaoyuan, Spiropulu, Maria, Vlimant, Jean-Roch, Aurisano, Adam, Hewes, Jeremy, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, DeZoort, Gage, Thais, Savannah, Chauhan, Aditi, Schuy, Alex, Hsu, Shih-Chieh, Ballow, Alex, Lazar, Alina
Published in The European physical journal. C, Particles and fields (01.10.2021)
Published in The European physical journal. C, Particles and fields (01.10.2021)
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Machine Learning in High Energy Physics Community White Paper
Albertsson, Kim, Altoe, Piero, Anderson, Dustin, Andrews, Michael, Araque Espinosa, Juan Pedro, Aurisano, Adam, Basara, Laurent, Bevan, Adrian, Bonacorsi, Daniele, Campanelli, Mario, Capps, Louis, Carminati, Federico, Carrazza, Stefano, Childers, Taylor, Coniavitis, Elias, Cranmer, Kyle, David, Claire, Davis, Douglas, Duarte, Javier, Erdmann, Martin, Farbin, Amir, Feickert, Matthew, Castro, Nuno Filipe, Fitzpatrick, Conor, Forti, Alessandra, Garra-Tico, Jordi, Gemmler, Jochen, Girone, Maria, Glaysher, Paul, Gleyzer, Sergei, Gligorov, Vladimir, Golling, Tobias, Graw, Jonas, Gray, Lindsey, Hacker, Thomas, Hegner, Benedikt, Heinrich, Lukas, Hooberman, Ben, Kagan, Michael, Kane, Meghan, Kanishchev, Konstantin, Karpiński, Przemysław, Kassabov, Zahari, Kaul, Gaurav, Kcira, Dorian, Keck, Thomas, Klimentov, Alexei, Kurepin, Alexander, Kutschke, Rob, Kuznetsov, Valentin, Köhler, Nicolas, Lakomov, Igor, Lannon, Kevin, Lassnig, Mario, Limosani, Antonio, Louppe, Gilles, Mangu, Aashrita, Mato, Pere, Meinhard, Helge, Menasce, Dario, Moneta, Lorenzo, Narain, Meenakshi, Neubauer, Mark, Newman, Harvey, Pabst, Hans, Paganini, Michela, Paulini, Manfred, Perdue, Gabriel, Picazio, Attilio, Pivarski, Jim, Prosper, Harrison, Radovic, Alexander, Reece, Ryan, Rinkevicius, Aurelius, Rodrigues, Eduardo, Rorie, Jamal, Rousseau, David, Schramm, Steven, Schwartzman, Ariel, Severini, Horst, Seyfert, Paul, Siroky, Filip, Sokoloff, Mike, Stewart, Graeme, Stockdale, Ian, Strong, Giles, Thais, Savannah, Upfal, Eli, Usai, Emanuele, Ustyuzhanin, Andrey, Vallecorsa, Sofia, Vasel, Justin, Vilasís-Cardona, Xavier, Vlimant, Jean-Roch, Wang, Sean-Jiun, Watts, Gordon, Williams, Michael, Wu, Wenjing, Wunsch, Stefan, Zapata, Omar
Published in Journal of physics. Conference series (01.09.2018)
Published in Journal of physics. Conference series (01.09.2018)
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Accelerating the Inference of the Exa.TrkX Pipeline
Lazar, Alina, Ju, Xiangyang, Murnane, Daniel, Calafiura, Paolo, Farrell, Steven, Xu, Yaoyuan, Spiropulu, Maria, Vlimant, Jean-Roch, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, DeZoort, Gage, Thais, Savannah, Hsu, Shih-Chieh, Aurisano, Adam, Hewes, Jeremy, Ballow, Alexandra, Acharya, Nirajan, Wang, Chun-yi, Liu, Emma, Lucas, Alberto
Published in Journal of physics. Conference series (01.02.2023)
Published in Journal of physics. Conference series (01.02.2023)
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Applications and Techniques for Fast Machine Learning in Science
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Published in Frontiers in big data (12.04.2022)
Published in Frontiers in big data (12.04.2022)
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Graph Neural Networks for Charged Particle Tracking on FPGAs
Elabd, Abdelrahman, Razavimaleki, Vesal, Huang, Shi-Yu, Duarte, Javier, Atkinson, Markus, DeZoort, Gage, Elmer, Peter, Hauck, Scott, Hu, Jin-Xuan, Hsu, Shih-Chieh, Lai, Bo-Cheng, Neubauer, Mark, Ojalvo, Isobel, Thais, Savannah, Trahms, Matthew
Published in Frontiers in big data (23.03.2022)
Published in Frontiers in big data (23.03.2022)
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Reconstruction of Large Radius Tracks with the Exa.TrkX pipeline
Wang, Chun-Yi, Ju, Xiangyang, Hsu, Shih-Chieh, Murnane, Daniel, Calafiura, Paolo, Farrell, Steven, Spiropulu, Maria, Vlimant, Jean-Roch, Aurisano, Adam, Hewes, Jeremy, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, DeZoort, Gage, Thais, Savannah, Ballow, Alexandra, Lazar, Alina, Caillou, Sylvain, Rougier, Charline, Stark, Jan, Vallier, Alexis, Sardain, Jad
Published in Journal of physics. Conference series (01.02.2023)
Published in Journal of physics. Conference series (01.02.2023)
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Corrigendum: Applications and techniques for fast machine learning in science
Deiana, Allison McCarn, Tran, Nhan, Agar, Joshua, Blott, Michaela, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Hauck, Scott, Liu, Mia, Neubauer, Mark S., Ngadiuba, Jennifer, Ogrenci-Memik, Seda, Pierini, Maurizio, Aarrestad, Thea, Bähr, Steffen, Becker, Jürgen, Berthold, Anne-Sophie, Bonventre, Richard J., Müller Bravo, Tomás E., Diefenthaler, Markus, Dong, Zhen, Fritzsche, Nick, Gholami, Amir, Govorkova, Ekaterina, Guo, Dongning, Hazelwood, Kyle J., Herwig, Christian, Khan, Babar, Kim, Sehoon, Klijnsma, Thomas, Liu, Yaling, Lo, Kin Ho, Nguyen, Tri, Pezzullo, Gianantonio, Rasoulinezhad, Seyedramin, Rivera, Ryan A., Scholberg, Kate, Selig, Justin, Sen, Sougata, Strukov, Dmitri, Tang, William, Thais, Savannah, Unger, Kai Lukas, Vilalta, Ricardo, von Krosigk, Belina, Wang, Shen, Warburton, Thomas K.
Published in Frontiers in big data (16.10.2023)
Published in Frontiers in big data (16.10.2023)
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Charged particle tracking via edge-classifying interaction networks
Gage DeZoort, Savannah Thais, Duarte, Javier, Razavimaleki, Vesal, Atkinson, Markus, Ojalvo, Isobel, Neubauer, Mark, Elmer, Peter
Published in arXiv.org (18.11.2021)
Published in arXiv.org (18.11.2021)
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Journal Article
Graph Neural Networks for Charged Particle Tracking on FPGAs
Abdelrahman Elabd, Razavimaleki, Vesal, Shi-Yu, Huang, Duarte, Javier, Atkinson, Markus, Gage DeZoort, Elmer, Peter, Hauck, Scott, Jin-Xuan, Hu, Hsu, Shih-Chieh, Bo-Cheng, Lai, Neubauer, Mark, Ojalvo, Isobel, Savannah Thais, Trahms, Matthew
Published in arXiv.org (23.03.2022)
Published in arXiv.org (23.03.2022)
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Journal Article
Reconstruction of Large Radius Tracks with the Exa.TrkX pipeline
Chun-Yi, Wang, Ju, Xiangyang, Hsu, Shih-Chieh, Murnane, Daniel, Calafiura, Paolo, Farrell, Steven, Spiropulu, Maria, Jean-Roch Vlimant, Aurisano, Adam, Hewes, V, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, Gage DeZoort, Savannah Thais, Ballow, Alexandra, Lazar, Alina, Caillou, Sylvain, Rougier, Charline, Stark, Jan, Vallier, Alexis, Sardain, Jad
Published in arXiv.org (14.03.2022)
Published in arXiv.org (14.03.2022)
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Journal Article
Accelerating the Inference of the Exa.TrkX Pipeline
Lazar, Alina, Ju, Xiangyang, Murnane, Daniel, Calafiura, Paolo, Farrell, Steven, Xu, Yaoyuan, Spiropulu, Maria, Jean-Roch Vlimant, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, Gage DeZoort, Savannah Thais, Hsu, Shih-Chieh, Aurisano, Adam, Hewes, V, Ballow, Alexandra, Acharya, Nirajan, Chun-yi, Wang, Liu, Emma, Lucas, Alberto
Published in arXiv.org (14.02.2022)
Published in arXiv.org (14.02.2022)
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Journal Article
Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking
Ju, Xiangyang, Murnane, Daniel, Calafiura, Paolo, Choma, Nicholas, Conlon, Sean, Farrell, Steve, Xu, Yaoyuan, Spiropulu, Maria, Jean-Roch Vlimant, Aurisano, Adam, Hewes, V, Cerati, Giuseppe, Gray, Lindsey, Klijnsma, Thomas, Kowalkowski, Jim, Atkinson, Markus, Neubauer, Mark, Gage DeZoort, Savannah Thais, Chauhan, Aditi, Schuy, Alex, Hsu, Shih-Chieh, Ballow, Alex, and Alina Lazar
Published in arXiv.org (21.09.2021)
Published in arXiv.org (21.09.2021)
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Journal Article
Charged Particle Tracking via Edge-Classifying Interaction Networks
DeZoort, Gage, Thais, Savannah, Duarte, Javier, Razavimaleki, Vesal, Atkinson, Markus, Ojalvo, Isobel, Neubauer, Mark, Elmer, Peter
Published in Computing and software for big science (01.12.2021)
Published in Computing and software for big science (01.12.2021)
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Software Training in HEP
Malik, Sudhir, Meehan, Samuel, Kilian Lieret, Evans, Meirin Oan, Villanueva, Michel H, Katz, Daniel S, Stewart, Graeme A, Elmer, Peter, Aziz, Sizar, Bellis, Matthew, Bianchi, Riccardo Maria, Bianco, Gianluca, Bonilla, Johan Sebastian, Burger, Angela, Jackson Burzynski, Chamont, David, Feickert, Matthew, Gadow, Philipp, Gruber, Bernhard Manfred, Guest, Daniel, Hageboeck, Stephan, Heinrich, Lukas, Horzela, Maximilian M, Huwiler, Marc, Lange, Clemens, Lehmann, Konstantin, Li, Ke, Majumder, Devdatta, Mamužić, Judita, Nelson, Kevin, Newhouse, Robin, Emery Nibigira, Norberg, Scarlet, Arturo Sánchez Pineda, Proffitt, Mason, Regnery, Brendan, Roepe, Amber, Roiser, Stefan, Schreiner, Henry, Shadura, Oksana, Stark, Giordon, Swatman, Stephen Nicholas, Savannah Thais, Valassi, Andrea, Wunsch, Stefan, Yakobovitch, David, Yuan, Siqi
Published in arXiv.org (06.08.2021)
Published in arXiv.org (06.08.2021)
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Applications and Techniques for Fast Machine Learning in Science
Deiana, Allison McCarn, Tran, Nhan, Agar, Joshua, Blott, Michaela, Giuseppe Di Guglielmo, Duarte, Javier, Harris, Philip, Hauck, Scott, Liu, Mia, Neubauer, Mark S, Ngadiuba, Jennifer, Ogrenci-Memik, Seda, Pierini, Maurizio, Aarrestad, Thea, Bahr, Steffen, Becker, Jurgen, Berthold, Anne-Sophie, Bonventre, Richard J, Muller Bravo, Tomas E, Diefenthaler, Markus, Dong, Zhen, Fritzsche, Nick, Gholami, Amir, Govorkova, Ekaterina, Hazelwood, Kyle J, Herwig, Christian, Khan, Babar, Kim, Sehoon, Klijnsma, Thomas, Liu, Yaling, Kin Ho Lo, Nguyen, Tri, Pezzullo, Gianantonio, Rasoulinezhad, Seyedramin, Rivera, Ryan A, Scholberg, Kate, Selig, Justin, Sen, Sougata, Strukov, Dmitri, Tang, William, Savannah Thais, Kai Lukas Unger, Vilalta, Ricardo, Krosigk, Belinavon, Warburton, Thomas K, Maria Acosta Flechas, Aportela, Anthony, Calvet, Thomas, Cristella, Leonardo, Diaz, Daniel, Doglioni, Caterina, Galati, Maria Domenica, Khoda, Elham E, Fahim, Farah, Giri, Davide, Hawks, Benjamin, Hoang, Duc, Holzman, Burt, Hsu, Shih-Chieh, Sergo Jindariani, Johnson, Iris, Kansal, Raghav, Kastner, Ryan, Katsavounidis, Erik, Krupa, Jeffrey, Pan, Li, Madireddy, Sandeep, Marx, Ethan, McCormack, Patrick, Meza, Andres, Mitrevski, Jovan, Mohammed Attia Mohammed, Mokhtar, Farouk, Moreno, Eric, Nagu, Srishti, Narayan, Rohin, Palladino, Noah, Que, Zhiqiang, Park, Sang Eon, Ramamoorthy, Subramanian, Rankin, Dylan, Rothman, Simon, Sharma, Ashish, Summers, Sioni, Vischia, Pietro, Jean-Roch Vlimant, Weng, Olivia
Published in arXiv.org (25.10.2021)
Published in arXiv.org (25.10.2021)
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Ethics in climate AI: From theory to practice
Acquaviva, Viviana, Barnes, Elizabeth A., Gagne, David John, McKinley, Galen A., Thais, Savannah
Published in PLOS climate (02.08.2024)
Published in PLOS climate (02.08.2024)
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