How to GAN LHC events

Event generation for the LHC can be supplemented by generative adversarial networks, which generate physical events and avoid highly inefficient event unweighting. For top pair production we show how such a network describes intermediate on-shell particles, phase space boundaries, and tails of d...

Full description

Bibliographic Details
Main Author: Anja Butter, Tilman Plehn, Ramon Winterhalder
Format: Article
Language:English
Published: SciPost 2019-12-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.7.6.075