Published April 26, 2019 | Version v0
Dataset Open

Pileup Jet Dataset for PUMML

Authors/Creators

  • 1. MIT
  • 2. LBL
  • 3. Harvard

Description

Dataset of events used in the PUMML paper. One file contains datasets with 2k events per pileup vertex number (mu) for mu=0-180 and the other contains 50k events for different signal processes (specified by the mass of a scalar particle decaying to quarks) all with mu=140.

A notebook demonstrating how to use the files can be found at https://github.com/pkomiske/PUMML/blob/master/PUMML%20Events.ipynb.

Files

Files (3.3 GB)

Name Size Download all
md5:65e5f98795effaaa44bd4f834db2a9e9
1.7 GB Download
md5:64eb4aef5ac868662284a501533baeb4
1.6 GB Download

Additional details

Related works

Is supplement to
arXiv:1707.08600 (arXiv)

References

  • P. T. Komiske, E. M. Metodiev, B. Nachman, M. D. Schwartz, Pileup Mitigation with Machine Learning, JHEP 1712 (2017) 051, arXiv:1707.08600.