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...
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 |
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Format: | Article |
Language: | English |
Published: |
EDP Sciences
2020-01-01
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Series: | EPJ Web of Conferences |
Online Access: | https://www.epj-conferences.org/articles/epjconf/pdf/2020/21/epjconf_chep2020_02035.pdf |
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