The frontier of simulation-based inference
Cranmer, Kyle, Brehmer, Johann, Louppe, Gilles
Published in Proceedings of the National Academy of Sciences - PNAS (01.12.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (01.12.2020)
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Journal Article
Web Resource
Deep Learning and Its Application to LHC Physics
Guest, Dan, Cranmer, Kyle, Whiteson, Daniel
Published in Annual review of nuclear and particle science (19.10.2018)
Published in Annual review of nuclear and particle science (19.10.2018)
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Journal Article
QCD-aware recursive neural networks for jet physics
Louppe, Gilles, Cho, Kyunghyun, Becot, Cyril, Cranmer, Kyle
Published in The journal of high energy physics (01.01.2019)
Published in The journal of high energy physics (01.01.2019)
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Journal Article
Web Resource
Asymptotic formulae for likelihood-based tests of new physics
Cowan, Glen, Cranmer, Kyle, Gross, Eilam, Vitells, Ofer
Published in The European physical journal. C, Particles and fields (01.02.2011)
Published in The European physical journal. C, Particles and fields (01.02.2011)
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Journal Article
The Machine Learning landscape of top taggers
Kasieczka, Gregor, Plehn, Tilman, Butter, Anja, Cranmer, Kyle, Debnath, Dipsikha, Dillon, Barry M., Fairbairn, Malcolm, Faroughy, Darius A., Fedorko, Wojtek, Gay, Christophe, Gouskos, Loukas, Kamenik, Jernej Fesel, Komiske, Patrick, Leiss, Simon, Lister, Alison, Macaluso, Sebastian, Metodiev, Eric, Moore, Liam, Nachman, Benjamin, Nordström, Karl, Pearkes, Jannicke, Qu, Huilin, Rath, Yannik, Rieger, Marcel, Shih, David, Thompson, Jennifer, Varma, Sreedevi
Published in SciPost physics (30.07.2019)
Published in SciPost physics (30.07.2019)
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Journal Article
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
Building and steering binned template fits with cabinetry
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Journal Article
Conference Proceeding
Ten simple rules for the care and feeding of scientific data
Goodman, Alyssa, Pepe, Alberto, Blocker, Alexander W, Borgman, Christine L, Cranmer, Kyle, Crosas, Merce, Di Stefano, Rosanne, Gil, Yolanda, Groth, Paul, Hedstrom, Margaret, Hogg, David W, Kashyap, Vinay, Mahabal, Ashish, Siemiginowska, Aneta, Slavkovic, Aleksandra
Published in PLoS computational biology (01.04.2014)
Published in PLoS computational biology (01.04.2014)
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Journal Article
Efficient Search for New Physics Using Active Learning in the ATLAS Experiment
Bhatti, Zubair, Cranmer, Kyle, Espejo, Irina, Heinrich, Lukas, Gadow, Phillip, Rieck, Patrick, von Ahne, Janik
Published in EPJ Web of Conferences (01.01.2024)
Published in EPJ Web of Conferences (01.01.2024)
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Journal Article
Conference Proceeding
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
Reframing Jet Physics with New Computational Methods
Cranmer, Kyle, Drnevich, Matthew, Macaluso, Sebastian, Pappadopulo, Duccio
Published in EPJ Web of Conferences (2021)
Published in EPJ Web of Conferences (2021)
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Journal Article
Conference Proceeding
Publishing statistical models: Getting the most out of particle physics experiments
Cranmer, Kyle, Kraml, Sabine, Prosper, Harrison, Bechtle, Philip, Bernlochner, Florian, Bloch, Itay M., Canonero, Enzo, Chrzaszcz, Marcin, Coccaro, Andrea, Conrad, Jan, Cowan, Glen, Feickert, Matthew, Ferreiro, Nahuel, Fowlie, Andrew, Heinrich, Lukas A., Held, Alexander, Kuhr, Thomas, Kvellestad, Anders, Madigan, Maeve, Mahmoudi, Farvah Nazila, Morå, Knut Dundas, Neubauer, Mark S., Pierini, Maurizio, Rojo, Juan, Sekmen, Sezen, Silvestrini, Luca, Sanz, Veronica, Stark, Giordon H., Torre, Riccardo, Thorne, Robert, Waltenberger, Wolfgang, Wardle, Nicholas, Wittbrodt, Jonas
Published in SciPost physics (01.01.2022)
Published in SciPost physics (01.01.2022)
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Journal Article
Robust anomaly detection for particle physics using multi-background representation learning
Gandrakota, Abhijith, Zhang, Lily H, Puli, Aahlad, Cranmer, Kyle, Ngadiuba, Jennifer, Ranganath, Rajesh, Tran, Nhan
Published in Machine learning: science and technology (01.09.2024)
Published in Machine learning: science and technology (01.09.2024)
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Journal Article
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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Journal Article
Constraining effective field theories with machine learning
Brehmer, Johann, Cranmer, Kyle, Espejo, Irina, Held, Alexander, Kling, Felix, Louppe, Gilles, Pavez, Juan
Published in EPJ Web of Conferences (2020)
Published in EPJ Web of Conferences (2020)
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Journal Article
Conference Proceeding
Erratum to: Asymptotic formulae for likelihood-based tests of new physics
Cowan, Glen, Cranmer, Kyle, Gross, Eilam, Vitells, Ofer
Published in The European physical journal. C, Particles and fields (01.07.2013)
Published in The European physical journal. C, Particles and fields (01.07.2013)
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Journal Article
Challenges of profile likelihood evaluation in multi-dimensional SUSY scans
Feroz, Farhan, Cranmer, Kyle, Hobson, Mike, Ruiz de Austri, Roberto, Trotta, Roberto
Published in The journal of high energy physics (01.06.2011)
Published in The journal of high energy physics (01.06.2011)
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Journal Article
Fast simulation methods in ATLAS: from classical to generative models
Chapman, John, Cranmer, Kyle, Gadatsch, Stefan, Golling, Tobias, Ghosh, Aishik, Gray, Heather M., Lari, Tommaso, Pascuzzi, Vincent R., Raine, John A., Rousseau, David, Salamani, Dalila, Schaarschmidt, Jana
Published in EPJ Web of Conferences (01.01.2020)
Published in EPJ Web of Conferences (01.01.2020)
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Journal Article
Conference Proceeding
Software for statistical data analysis used in Higgs searches
Gumpert, Christian, Moneta, Lorenzo, Cranmer, Kyle, Kreiss, Sven, Verkerke, Wouter
Published in Journal of physics. Conference series (01.01.2014)
Published in Journal of physics. Conference series (01.01.2014)
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Journal Article
Mining gold from implicit models to improve likelihood-free inference
Brehmer, Johann, Louppe, Gilles, Pavez, Juan, Cranmer, Kyle
Published in Proceedings of the National Academy of Sciences - PNAS (10.03.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (10.03.2020)
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