Towards a computer vision particle flow
Di Bello, Francesco Armando, Ganguly, Sanmay, Gross, Eilam, Kado, Marumi, Pitt, Michael, Santi, Lorenzo, Shlomi, Jonathan
Published in The European physical journal. C, Particles and fields (01.02.2021)
Published in The European physical journal. C, Particles and fields (01.02.2021)
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Light quark Yukawas in triboson final states
Falkowski, Adam, Ganguly, Sanmay, Gras, Phillippe, No, Jose Miguel, Tobioka, Kohsaku, Vignaroli, Natascia, You, Tevong
Published in The journal of high energy physics (01.04.2021)
Published in The journal of high energy physics (01.04.2021)
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Secondary vertex finding in jets with neural networks
Shlomi, Jonathan, Ganguly, Sanmay, Gross, Eilam, Cranmer, Kyle, Lipman, Yaron, Serviansky, Hadar, Maron, Haggai, Segol, Nimrod
Published in The European physical journal. C, Particles and fields (01.06.2021)
Published in The European physical journal. C, Particles and fields (01.06.2021)
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Journal Article
Reconstructing particles in jets using set transformer and hypergraph prediction networks
Di Bello, Francesco Armando, Dreyer, Etienne, Ganguly, Sanmay, Gross, Eilam, Heinrich, Lukas, Ivina, Anna, Kado, Marumi, Kakati, Nilotpal, Santi, Lorenzo, Shlomi, Jonathan, Tusoni, Matteo
Published in The European physical journal. C, Particles and fields (01.07.2023)
Published in The European physical journal. C, Particles and fields (01.07.2023)
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Journal Article
Set-conditional set generation for particle physics
Soybelman, Nathalie, Kakati, Nilotpal, Heinrich, Lukas, Di Bello, Francesco Armando, Dreyer, Etienne, Ganguly, Sanmay, Gross, Eilam, Kado, Marumi, Shlomi, Jonathan
Published in Machine learning: science and technology (01.12.2023)
Published in Machine learning: science and technology (01.12.2023)
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Application of quantum computing techniques in particle tracking at LHC
Chan, Wai Yuen, Akiyama, Daiya, Arakawa, Koki, Ganguly, Sanmay, Kaji, Toshiaki, Minami, Juri, Sawada, Ryu, Tanaka, Junichi, Terashi, Koji, Yorita, Kohei
Published in EPJ Web of Conferences (01.01.2024)
Published in EPJ Web of Conferences (01.01.2024)
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Conference Proceeding
Configurable calorimeter simulation for AI applications
Charkin-Gorbulin, Anton, Cranmer, Kyle, Di Bello, Francesco Armando, Dreyer, Etienne, Ganguly, Sanmay, Gross, Eilam, Heinrich, Lukas, Kado, Marumi, Kakati, Nilotpal, Rieck, Patrick, Santi, Lorenzo, Tusoni, Matteo
Published in Machine learning: science and technology (01.09.2023)
Published in Machine learning: science and technology (01.09.2023)
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Machine learning and LHC event generation
Butter, Anja, Plehn, Tilman, Schumann, Steffen, Badger, Simon, Caron, Sascha, Cranmer, Kyle, Di Bello, Francesco Armando, Dreyer, Etienne, Forte, Stefano, Ganguly, Sanmay, Gonçalves, Dorival, Gross, Eilam, Heimel, Theo, Heinrich, Gudrun, Heinrich, Lukas, Held, Alexander, Höche, Stefan, Howard, Jessica N., Ilten, Philip, Isaacson, Joshua, Janßen, Timo, Jones, Stephen, Kado, Marumi, Kagan, Michael, Kasieczka, Gregor, Kling, Felix, Kraml, Sabine, Krause, Claudius, Krauss, Frank, Kröninger, Kevin, Barman, Rahool Kumar, Luchmann, Michel, Magerya, Vitaly, Maitre, Daniel, Malaescu, Bogdan, Maltoni, Fabio, Martini, Till, Mattelaer, Olivier, Nachman, Benjamin, Pitz, Sebastian, Rojo, Juan, Schwartz, Matthew, Shih, David, Siegert, Frank, Stegeman, Roy, Stienen, Bob, Thaler, Jesse, Verheyen, Rob, Whiteson, Daniel, Winterhalder, Ramon, Zupan, Jure
Published in SciPost physics (01.04.2023)
Published in SciPost physics (01.04.2023)
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Journal Article
Set-Conditional Set Generation for Particle Physics
Di Bello, Francesco Armando, Dreyer, Etienne, Ganguly, Sanmay, Gross, Eilam, Heinrich, Lukas, Kado, Marumi, Kakati, Nilotpal, Shlomi, Jonathan, Soybelman, Nathalie
Published in arXiv.org (21.11.2023)
Published in arXiv.org (21.11.2023)
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Journal Article
Reconstructing particles in jets using set transformer and hypergraph prediction networks
Di Bello, Francesco Armando, Dreyer, Etienne, Ganguly, Sanmay, Gross, Eilam, Heinrich, Lukas, Ivina, Anna, Kado, Marumi, Kakati, Nilotpal, Santi, Lorenzo, Shlomi, Jonathan, Tusoni, Matteo
Published in arXiv.org (02.08.2023)
Published in arXiv.org (02.08.2023)
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Journal Article
Configurable calorimeter simulation for AI applications
Di Bello, Francesco Armando, Charkin-Gorbulin, Anton, Cranmer, Kyle, Dreyer, Etienne, Ganguly, Sanmay, Gross, Eilam, Heinrich, Lukas, Santi, Lorenzo, Kado, Marumi, Kakati, Nilotpal, Rieck, Patrick, Tusoni, Matteo
Year of Publication 03.03.2023
Year of Publication 03.03.2023
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Journal Article
Towards a Computer Vision Particle Flow
Di Bello, Francesco Armando, Ganguly, Sanmay, Gross, Eilam, Kado, Marumi, Pitt, Michael, Santi, Lorenzo, Shlomi, Jonathan
Published in arXiv.org (03.02.2021)
Published in arXiv.org (03.02.2021)
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Journal Article
Secondary Vertex Finding in Jets with Neural Networks
Shlomi, Jonathan, Ganguly, Sanmay, Gross, Eilam, Cranmer, Kyle, Lipman, Yaron, Hadar Serviansky, Maron, Haggai, Segol, Nimrod
Published in arXiv.org (27.05.2021)
Published in arXiv.org (27.05.2021)
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Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges
Thais, Savannah, Calafiura, Paolo, Chachamis, Grigorios, DeZoort, Gage, Duarte, Javier, Ganguly, Sanmay, Kagan, Michael, Murnane, Daniel, Neubauer, Mark S, Terao, Kazuhiro
Year of Publication 23.03.2022
Year of Publication 23.03.2022
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Improving Di-Higgs Sensitivity at Future Colliders in Hadronic Final States with Machine Learning
Apresyan, Artur, Diaz, Daniel, Duarte, Javier, Ganguly, Sanmay, Kansal, Raghav, Lu, Nan, Suarez, Cristina Mantilla, Mukherjee, Samadrita, Peña, Cristían, Sheldon, Brian, Xie, Si
Year of Publication 14.03.2022
Year of Publication 14.03.2022
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HHH Whitepaper
Brigljevic, Vuko, Ferencek, Dinko, Landsberg, Greg, Robens, Tania, Stamenkovic, Marko, Susa, Tatjana, Abouabid, Hamza, Arhrib, Abdesslam, Arnold, Hannah, Azevedo, Duarte, Diaz, Daniel, Duarte, Javier, Pree, Tristan du, Falaki, Jaouad El, Ferreira, Pedro. M, Fuks, Benjamin, Ganguly, Sanmay, Kolosova, Marina, Konigsberg, Jacobo, Liu, Bingxuan, Moser, Brian, Muehlleitner, Margarete, Papaefstathiou, Andreas, Pasechnik, Roman, Santos, Rui, Sheldon, Brian, Soyez, Gregory, Stylianou, Panagiotis, Tetlalmatzi-Xolocotzi, Gilberto, Weiglein, Georg, Zanderighi, Giulia, Zhang, Rui
Year of Publication 03.07.2024
Year of Publication 03.07.2024
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