Nov 2 – 6, 2020
IP2I, Lyon
Europe/Zurich timezone

Generative Networks for LHC events

Not scheduled
IP2I, Lyon

IP2I, Lyon

Institut de Physique des 2 Infinis (IP2I) Lyon, France
Higgs and colliders Collider


Anja Butter


LHC physics crucially relies on our ability to simulate events efficiently from first principles. Modern machine learning, specifically generative networks, will help us tackle simulation challenges for the coming LHC runs. Such networks can be employed within established simulation tools or as part of a new framework. Since neural networks can be inverted, they also open new avenues in LHC analyses.

Primary author

Anja Butter

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