Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                

Info: Zenodo’s user support line is staffed on regular business days between Dec 23 and Jan 5. Response times may be slightly longer than normal.

Published January 8, 2020 | Version v1
Dataset Open

HLS4ML LHC Jet dataset (30 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 30 particles/jet (see https://arxiv.org/abs/1908.05318)

List: list of jet features with up to 30 particles/jet (see https://arxiv.org/abs/1908.05318)

Files

Files (2.3 GB)

Name Size Download all
md5:998598b2f7b1d4a30ac83470f66ec06b
1.6 GB Download
md5:e19d0f9b52dfe05736b5b3d278373949
711.4 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

mPP – machine learning for Particle Physics 772369
European Commission