How to GAN Event Unweighting

Event generation with neural networks has seen significant progress recently. The big open question is still how such new methods will accelerate LHC simulations to the level required by upcoming LHC runs. We target a known bottleneck of standard simulations and show how their unweighting proc...

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Bibliographic Details
Main Author: Mathias Backes, Anja Butter, Tilman Plehn, Ramon Winterhalder
Format: Article
Language:English
Published: SciPost 2021-04-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.10.4.089