Published April 26, 2019
| Version v0
Dataset
Open
Pileup Jet Dataset for PUMML
- 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.