Machine learning and LHC event generation

Anja Butter; Tilman Plehn; Steffen Schumann; Simon Badger; Sascha Caron; Kyle Cranmer; Francesco Armando Di Bello; Etienne Dreyer; Stefano Forte; Sanmay Ganguly; Dorival Gonçalves; Eilam Gross; Theo Heimel; Gudrun Heinrich; Lukas Heinrich; Alexander Held; Stefan Höche; Jessica N. Howard; Philip Ilten; Joshua Isaacson; Timo Janßen; Stephen Jones; Marumi Kado; Michael Kagan; Gregor Kasieczka; Felix Kling; Sabine Kraml; Claudius Krause; Frank Krauss; Kevin Kröninger; Rahool Kumar Barman; Michel Luchmann; Vitaly Magerya; Daniel Maitre; Bogdan Malaescu; Fabio Maltoni; Till Martini; Olivier Mattelaer; Benjamin Nachman; Sebastian Pitz; Juan Rojo; Matthew Schwartz; David Shih; Frank Siegert; Roy Stegeman; Bob Stienen; Jesse Thaler; Rob Verheyen; Daniel Whiteson; Ramon Winterhalder; Jure Zupan

doi:10.21468/SciPostPhys.14.4.079

Machine learning and LHC event generation

Anja Butter, Tilman Plehn, Steffen Schumann, Simon Badger, Sascha Caron, Kyle Cranmer, Francesco Armando Di Bello, Etienne Dreyer, Stefano Forte, Sanmay Ganguly, Dorival Gonçalves, Eilam Gross, Theo Heimel, Gudrun Heinrich, Lukas Heinrich, Alexander Held, Stefan Höche, Jessica N. Howard, Philip Ilten, Joshua IsaacsonTimo Janßen, Stephen Jones, Marumi Kado, Michael Kagan, Gregor Kasieczka, Felix Kling, Sabine Kraml, Claudius Krause, Frank Krauss, Kevin Kröninger, Rahool Kumar Barman, Michel Luchmann, Vitaly Magerya, Daniel Maitre, Bogdan Malaescu, Fabio Maltoni, Till Martini, Olivier Mattelaer, Benjamin Nachman, Sebastian Pitz, Juan Rojo, Matthew Schwartz, David Shih, Frank Siegert, Roy Stegeman, Bob Stienen, Jesse Thaler, Rob Verheyen, Daniel Whiteson, Ramon Winterhalder, Jure Zupan

Research output: Contribution to journal › Article › peer-review

36 Citations (Scopus)

Original language	English
Article number	079
Journal	SciPost Physics
Volume	14
Issue number	4
DOIs	https://doi.org/10.21468/SciPostPhys.14.4.079
Publication status	Published - Apr 2023
Externally published	Yes

ASJC Scopus Subject Areas

General Physics and Astronomy

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10.21468/SciPostPhys.14.4.079

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Butter, A., Plehn, T., Schumann, S., Badger, S., Caron, S., Cranmer, K., Di Bello, F. A., Dreyer, E., Forte, S., Ganguly, S., Gonçalves, D., Gross, E., Heimel, T., Heinrich, G., Heinrich, L., Held, A., Höche, S., Howard, J. N., Ilten, P., ... Zupan, J. (2023). Machine learning and LHC event generation. SciPost Physics, 14(4), Article 079. https://doi.org/10.21468/SciPostPhys.14.4.079

Butter, A, Plehn, T, Schumann, S, Badger, S, Caron, S, Cranmer, K, Di Bello, FA, Dreyer, E, Forte, S, Ganguly, S, Gonçalves, D, Gross, E, Heimel, T, Heinrich, G, Heinrich, L, Held, A, Höche, S, Howard, JN, Ilten, P, Isaacson, J, Janßen, T, Jones, S, Kado, M, Kagan, M, Kasieczka, G, Kling, F, Kraml, S, Krause, C, Krauss, F, Kröninger, K, Barman, RK, Luchmann, M, Magerya, V, Maitre, D, Malaescu, B, Maltoni, F, Martini, T, Mattelaer, O, Nachman, B, Pitz, S, Rojo, J, Schwartz, M, Shih, D, Siegert, F, Stegeman, R, Stienen, B, Thaler, J, Verheyen, R, Whiteson, D, Winterhalder, R & Zupan, J 2023, 'Machine learning and LHC event generation', SciPost Physics, vol. 14, no. 4, 079. https://doi.org/10.21468/SciPostPhys.14.4.079

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author = "Anja Butter and Tilman Plehn and Steffen Schumann and Simon Badger and Sascha Caron and Kyle Cranmer and {Di Bello}, {Francesco Armando} and Etienne Dreyer and Stefano Forte and Sanmay Ganguly and Dorival Gon{\c c}alves and Eilam Gross and Theo Heimel and Gudrun Heinrich and Lukas Heinrich and Alexander Held and Stefan H{\"o}che and Howard, {Jessica N.} and Philip Ilten and Joshua Isaacson and Timo Jan{\ss}en and Stephen Jones and Marumi Kado and Michael Kagan and Gregor Kasieczka and Felix Kling and Sabine Kraml and Claudius Krause and Frank Krauss and Kevin Kr{\"o}ninger and Barman, {Rahool Kumar} and Michel Luchmann and Vitaly Magerya and Daniel Maitre and Bogdan Malaescu and Fabio Maltoni and Till Martini and Olivier Mattelaer and Benjamin Nachman and Sebastian Pitz and Juan Rojo and Matthew Schwartz and David Shih and Frank Siegert and Roy Stegeman and Bob Stienen and Jesse Thaler and Rob Verheyen and Daniel Whiteson and Ramon Winterhalder and Jure Zupan",

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AU - Malaescu, Bogdan

AU - Maltoni, Fabio

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AU - Mattelaer, Olivier

AU - Nachman, Benjamin

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Machine learning and LHC event generation

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