Soper, Davison E. and Spannowsky, Michael (2013) 'Finding top quarks with shower deconstruction.', Physical review D., 87 (5). 054012.
We develop a new method for tagging jets produced by hadronically decaying top quarks. The method is an application of shower deconstruction, a maximum information approach that was previously applied to identifying jets produced by Higgs bosons that decay to bb¯. We tag an observed jet as a top jet based on a cut on a calculated variable χ that is an approximation to the ratio of the likelihood that a top jet would have the structure of the observed jet to the likelihood that a nontop QCD jet would have this structure. We find that the shower deconstruction based tagger can perform better in discriminating boosted top quark jets from QCD jets than other publicly available tagging algorithms.
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|Publisher Web site:||http://dx.doi.org/10.1103/PhysRevD.87.054012|
|Publisher statement:||Reprinted with permission from the American Physical Society: Physical Review D 87, 054012 © 2013 by the American Physical Society. Readers may view, browse, and/or download material for temporary copying purposes only, provided these uses are for noncommercial personal purposes. Except as provided by law, this material may not be further reproduced, distributed, transmitted, modified, adapted, performed, displayed, published, or sold in whole or part, without prior written permission from the American Physical Society.|
|Date accepted:||No date available|
|Date deposited:||21 May 2015|
|Date of first online publication:||March 2013|
|Date first made open access:||No date available|
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