25–28 Feb 2025
CERN
Europe/Paris timezone

ML-based reweighting of BSM signal grids: an example in Rivet

27 Feb 2025, 11:10
15m
4/3-006 - TH Conference Room (CERN)

4/3-006 - TH Conference Room

CERN

110
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Speaker

Tomasz Procter (Jagiellonian University)

Description

Following on from discussions at previous reinterpretation forums on the reinterpretation of ML-based searches; we look at how one of these (ATLAS-SUSY-2018-30) has been used as a test-bed for studies of ML-based reweighting, which can reduce the computational load of studying large parameter spaces. Some new features of YODA 2 which allowed the project to run in Rivet will also be highlighted.

Author

Tomasz Procter (Jagiellonian University)

Presentation materials