Published January 9, 2020 | Version v1
Dataset Open

HLS4ML LHC Jet dataset (100 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 100 particles/jet (see https://arxiv.org/abs/1908.05318)

List: list of jet features with up to 100 particles/jet (see https://arxiv.org/abs/1908.05318)

Files

Files (3.8 GB)

Name Size Download all
md5:42ddd14e3f145e51a82deecdf1d52d2a
2.8 GB Download
md5:391d1c1f3e2bd4e2a5b4ea1a4a0605ff
1.1 GB 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

mPP – machine learning for Particle Physics 772369
European Commission