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Title: The use of minimal spanning trees in particle physics

Abstract

Minimal spanning trees (MSTs) have been used in cosmology and astronomy to distinguish distributions of points in a multi-dimensional space. They are essentially unknown in particle physics, however. We briefly define MSTs and illustrate their properties through a series of examples. We show how they might be applied to study a typical event sample from a collider experiment and conclude that MSTs may prove useful in distinguishing different classes of events.

Authors:
 [1];  [1]
  1. Northwestern Univ., Evanston, IL (United States). Dept. of Physics and Astronomy
Publication Date:
Research Org.:
Northwestern Univ., Evanston, IL (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP) (SC-25)
OSTI Identifier:
1424587
Grant/Contract Number:  
SC0010143
Resource Type:
Journal Article: Accepted Manuscript
Journal Name:
Journal of Instrumentation
Additional Journal Information:
Journal Volume: 12; Journal Issue: 2; Journal ID: ISSN 1748-0221
Publisher:
Institute of Physics (IOP)
Country of Publication:
United States
Language:
English
Subject:
72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; analysis and statistical methods; pattern recognition, cluster finding, calibration and fitting methods

Citation Formats

Rainbolt, J. Lovelace, and Schmitt, M.. The use of minimal spanning trees in particle physics. United States: N. p., 2017. Web. doi:10.1088/1748-0221/12/02/P02009.
Rainbolt, J. Lovelace, & Schmitt, M.. The use of minimal spanning trees in particle physics. United States. doi:10.1088/1748-0221/12/02/P02009.
Rainbolt, J. Lovelace, and Schmitt, M.. Tue . "The use of minimal spanning trees in particle physics". United States. doi:10.1088/1748-0221/12/02/P02009. https://www.osti.gov/servlets/purl/1424587.
@article{osti_1424587,
title = {The use of minimal spanning trees in particle physics},
author = {Rainbolt, J. Lovelace and Schmitt, M.},
abstractNote = {Minimal spanning trees (MSTs) have been used in cosmology and astronomy to distinguish distributions of points in a multi-dimensional space. They are essentially unknown in particle physics, however. We briefly define MSTs and illustrate their properties through a series of examples. We show how they might be applied to study a typical event sample from a collider experiment and conclude that MSTs may prove useful in distinguishing different classes of events.},
doi = {10.1088/1748-0221/12/02/P02009},
journal = {Journal of Instrumentation},
number = 2,
volume = 12,
place = {United States},
year = {Tue Feb 14 00:00:00 EST 2017},
month = {Tue Feb 14 00:00:00 EST 2017}
}

Journal Article:
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