Machine Learning for Particle Physics

Part of EU Open Research Repository

There is a newer version of the record available.

Published June 30, 2021 | Version v1
Dataset Open

Unsupervised New Physics detection at 40 MHz: A -> 4 leptons Signal Benchmark Dataset

Authors/Creators

  • 1. CERN
  • 2. Fermilab

Description

Unsupervised New Physics detection at 40 MHz data challenge

Signal Benchmark Dataset consisting of A -> 4 leptons  decays produced in 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 (5.4 MB)

Name Size Download all
md5:baf47b8ade398ce51c109be507b0fec0
5.4 MB Download

Additional details

Related works

References
Dataset: 10.5281/zenodo.3675159 (DOI)
Dataset: 10.1007/JHEP05(2019)036 (DOI)

Funding

European Commission
mPP - machine learning for Particle Physics 772369