Fast simulation methods in ATLAS: from classical to generative models

The ATLAS physics program relies on very large samples of Geant4 simulated events, which provide a highly detailed and accurate simulation of the ATLAS detector. However, this accuracy comes with a high price in CPU, and the sensitivity of many physics analyses is already limited by the available Mo...

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Bibliographic Details
Main Authors: Chapman John, Cranmer Kyle, Gadatsch Stefan, Golling Tobias, Ghosh Aishik, Gray Heather M., Lari Tommaso, Pascuzzi Vincent R., Raine John A., Rousseau David, Salamani Dalila, Schaarschmidt Jana
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:EPJ Web of Conferences
Online Access:https://www.epj-conferences.org/articles/epjconf/pdf/2020/21/epjconf_chep2020_02035.pdf