Elsa: enhanced latent spaces for improved collider simulations by Benjamin Nachman, Ramon Winterhalder

Get full text

How to GAN event subtraction by Anja Butter, Tilman Plehn, Ramon Winterhalder

Get full text

How to GAN LHC events by Anja Butter, Tilman Plehn, Ramon Winterhalder

Get full text

Like-sign W-boson scattering at the LHC — approximations and full next-to-leading-order predictions by Stefan Dittmaier, Philipp Maierhöfer, Christopher Schwan, Ramon Winterhalder

Get full text

How to GAN away detector effects by Marco Bellagente, Anja Butter, Gregor Kasieczka, Tilman Plehn, Ramon Winterhalder

Get full text

Ephemeral Learning - Augmenting Triggers with Online-Trained Normalizing Flows by Anja Butter, Sascha Diefenbacher, Gregor Kasieczka, Benjamin Nachman, Tilman Plehn, David Shih, Ramon Winterhalder

Get full text

MadNIS - Neural multi-channel importance sampling by Theo Heimel, Ramon Winterhalder, Anja Butter, Joshua Isaacson, Claudius Krause, Fabio Maltoni, Olivier Mattelaer, Tilman Plehn

Get full text

Invertible networks or partons to detector and back again by Marco Bellagente, Anja Butter, Gregor Kasieczka, Tilman Plehn, Armand Rousselot, Ramon Winterhalder, Lynton Ardizzone, Ullrich Köthe

Get full text

Targeting multi-loop integrals with neural networks by Ramon Winterhalder, Vitaly Magerya, Emilio Villa, Stephen P. Jones, Matthias Kerner, Anja Butter, Gudrun Heinrich, Tilman Plehn

Get full text

Machine learning and LHC event generation by 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

Get full text