QCD or what?
Heimel, Theo, Kasieczka, Gregor, Plehn, Tilman, Thompson, Jennifer
Published in SciPost physics (01.03.2019)
Published in SciPost physics (01.03.2019)
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Journal Article
Generative networks for precision enthusiasts
Butter, Anja, Heimel, Theo, Hummerich, Sander, Krebs, Tobias, Plehn, Tilman, Rousselot, Armand, Vent, Sophia
Published in SciPost physics (01.04.2023)
Published in SciPost physics (01.04.2023)
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Journal Article
Two invertible networks for the matrix element method
Butter, Anja, Heimel, Theo, Martini, Till, Peitzsch, Sascha, Plehn, Tilman
Published in SciPost physics (01.09.2023)
Published in SciPost physics (01.09.2023)
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Journal Article
Measuring QCD Splittings with Invertible Networks
Bieringer, Sebastian, Butter, Anja, Heimel, Theo, Höche, Stefan, Köthe, Ullrich, Plehn, Tilman, Radev, Stefan T.
Published in SciPost physics (02.06.2021)
Published in SciPost physics (02.06.2021)
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Journal Article
Returning CP-observables to the frames they belong
Ackerschott, Jona, Barman, Rahool Kumar, Gonçalves, Dorival, Heimel, Theo, Plehn, Tilman
Published in SciPost physics (02.07.2024)
Published in SciPost physics (02.07.2024)
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Journal Article
How to understand limitations of generative networks
Das, Ranit, Favaro, Luigi, Heimel, Theo, Krause, Claudius, Plehn, Tilman, Shih, David
Published in SciPost physics (01.01.2024)
Published in SciPost physics (01.01.2024)
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Journal Article
The MadNIS reloaded
Heimel, Theo, Huetsch, Nathan, Maltoni, Fabio, Mattelaer, Olivier, Plehn, Tilman, Winterhalder, Ramon
Published in SciPost physics (01.07.2024)
Published in SciPost physics (01.07.2024)
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Journal Article
MadNIS - Neural multi-channel importance sampling
Heimel, Theo, Winterhalder, Ramon, Butter, Anja, Isaacson, Joshua, Krause, Claudius, Maltoni, Fabio, Mattelaer, Olivier, Plehn, Tilman
Published in SciPost physics (01.10.2023)
Published in SciPost physics (01.10.2023)
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Journal Article
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
Precision-Machine Learning for the Matrix Element Method
Heimel, Theo, Huetsch, Nathan, Winterhalder, Ramon, Plehn, Tilman, Butter, Anja
Year of Publication 11.10.2023
Year of Publication 11.10.2023
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Journal Article
Two Invertible Networks for the Matrix Element Method
Butter, Anja, Heimel, Theo, Martini, Till, Peitzsch, Sascha, Plehn, Tilman
Published in arXiv.org (21.06.2023)
Published in arXiv.org (21.06.2023)
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Journal Article
The MadNIS Reloaded
Heimel, Theo, Huetsch, Nathan, Maltoni, Fabio, Mattelaer, Olivier, Plehn, Tilman, Winterhalder, Ramon
Published in arXiv.org (31.05.2024)
Published in arXiv.org (31.05.2024)
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Journal Article
How to Understand Limitations of Generative Networks
Das, Ranit, Favaro, Luigi, Heimel, Theo, Krause, Claudius, Plehn, Tilman, Shih, David
Published in arXiv.org (07.12.2023)
Published in arXiv.org (07.12.2023)
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Journal Article
MadNIS -- Neural Multi-Channel Importance Sampling
Heimel, Theo, Winterhalder, Ramon, Butter, Anja, Isaacson, Joshua, Krause, Claudius, Maltoni, Fabio, Mattelaer, Olivier, Plehn, Tilman
Published in arXiv.org (05.09.2023)
Published in arXiv.org (05.09.2023)
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Journal Article
Returning CP-Observables to The Frames They Belong
Jona Ackerschott, Barman, Rahool Kumar, Gonçalves, Dorival, Heimel, Theo, Plehn, Tilman
Published in arXiv.org (31.07.2023)
Published in arXiv.org (31.07.2023)
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Journal Article
Generative Networks for Precision Enthusiasts
Butter, Anja, Heimel, Theo, Sander Hummerich, Krebs, Tobias, Plehn, Tilman, Rousselot, Armand, Vent, Sophia
Published in arXiv.org (19.12.2022)
Published in arXiv.org (19.12.2022)
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Journal Article
Modern Machine Learning for LHC Physicists
Plehn, Tilman, Butter, Anja, Dillon, Barry, Heimel, Theo, Krause, Claudius, Winterhalder, Ramon
Year of Publication 02.11.2022
Year of Publication 02.11.2022
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Journal Article
The Landscape of Unfolding with Machine Learning
Huetsch, Nathan, Villadamigo, Javier Mariño, Shmakov, Alexander, Diefenbacher, Sascha, Mikuni, Vinicius, Heimel, Theo, Fenton, Michael, Greif, Kevin, Nachman, Benjamin, Whiteson, Daniel, Butter, Anja, Plehn, Tilman
Year of Publication 29.04.2024
Year of Publication 29.04.2024
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Journal Article
Differentiable MadNIS-Lite
Heimel, Theo, Mattelaer, Olivier, Plehn, Tilman, Winterhalder, Ramon
Published in arXiv.org (02.08.2024)
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Published in arXiv.org (02.08.2024)
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