Published January 8, 2020 | Version v1
Dataset Open

HLS4ML LHC Jet dataset (50 particles)

  • 1. CERN
  • 2. University of California at San Diego
  • 3. Fermilab
  • 4. Rutgers University

Description

Dataset of high-pT jets from simulations of LHC proton-proton collisions

Prepared for FastML/HLS4ML studies: https://fastmachinelearning.org

Includes: High level features (see https://arxiv.org/abs/1804.06913)

Images: jet images with up to 50 particles/jet (see https://arxiv.org/abs/1908.05318)

List: list of jet features with up to 50 particles/jet (see https://arxiv.org/abs/1908.05318)

Files

Files (3.1 GB)

Name Size Download all
md5:f46a6614ab1ea57505ecfe7d646edb29
2.2 GB Download
md5:d782baab61668175dffb5b6bf211b989
882.3 MB Download

Additional details

Related works

Is derived from
Journal article: https://arxiv.org/abs/1709.08705 (URL)
Is supplement to
Journal article: https://arxiv.org/abs/1804.06913 (URL)
Journal article: https://arxiv.org/abs/1908.05318 (URL)

Funding

European Commission
mPP - machine learning for Particle Physics 772369