Machine Learning for Particle Physics

Part of EU Open Research Repository

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Published July 5, 2021 | Version v1
Dataset Open

Unsupervised New Physics detection at 40 MHz: Black Box Dataset

Authors/Creators

  • 1. CERN
  • 2. Fermilab

Description

Unsupervised New Physics detection at 40 MHz data challenge

Signal Benchmark Dataset consisting of the signal+background Black Box datasets, containing 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

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Additional details

Related works

References
Journal article: 10.1007/JHEP05(2019)036 (DOI)

Funding

European Commission
mPP - machine learning for Particle Physics 772369