Machine Learning for Particle Physics

Part of EU Open Research Repository

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Published June 30, 2021 | Version v1
Dataset Open

Unsupervised New Physics detection at 40 MHz: Training Dataset

Description

Unsupervised New Physics detection at 40 MHz data challenge

Training dataset, consisting of a cocktail of Standard Model collision events (simulation of LHC 13 TeV proton-proton collisions) pre-filtered by a requirement of a muon or electron with 23 GeV transverse momentum. Data format description available on the data challenge web page: https://mpp-hep.github.io/ADC2021/

Files

Files (144.1 MB)

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md5:cf412e265c2d9a9951759105ada8197b
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Additional details

Related works

References
Dataset: 10.5281/zenodo.3675210 (DOI)
Dataset: 10.5281/zenodo.3675206 (DOI)
Dataset: 10.5281/zenodo.3675203 (DOI)
Dataset: 10.5281/zenodo.3675199 (DOI)
Journal article: 10.1007/JHEP05(2019)036 (DOI)

Funding

European Commission
mPP - machine learning for Particle Physics 772369