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OPTIMASS: A Package for the Minimization of Kinematic Mass Functions with Constraints
Reconstructed mass variables, such as $M_2$, $M_{2C}$, $M_T^\star$, and $M_{T2}^W$, play an essential role in searches for new physics at hadron colliders. The calculation of these variables generally involves constrained minimization in a large parameter space, which is numerically challenging. We...
Autores principales: | , , , , , , , |
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Lenguaje: | eng |
Publicado: |
2015
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Acceso en línea: | https://dx.doi.org/10.1007/JHEP01(2016)026 http://cds.cern.ch/record/2040380 |
_version_ | 1780947758780252160 |
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author | Cho, Won Sang Gainer, James S. Kim, Doojin Lim, Sung Hak Matchev, Konstantin T. Moortgat, Filip Pape, Luc Park, Myeonghun |
author_facet | Cho, Won Sang Gainer, James S. Kim, Doojin Lim, Sung Hak Matchev, Konstantin T. Moortgat, Filip Pape, Luc Park, Myeonghun |
author_sort | Cho, Won Sang |
collection | CERN |
description | Reconstructed mass variables, such as $M_2$, $M_{2C}$, $M_T^\star$, and $M_{T2}^W$, play an essential role in searches for new physics at hadron colliders. The calculation of these variables generally involves constrained minimization in a large parameter space, which is numerically challenging. We provide a C++ code, OPTIMASS, which interfaces with the MINUIT library to perform this constrained minimization using the Augmented Lagrangian Method. The code can be applied to arbitrarily general event topologies and thus allows the user to significantly extend the existing set of kinematic variables. We describe this code and its motivation and demonstrate its use in the analysis of the fully leptonic decay of pair-produced top quarks using the $M_2$ variables. |
id | cern-2040380 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2015 |
record_format | invenio |
spelling | cern-20403802022-08-10T12:40:01Zdoi:10.1007/JHEP01(2016)026http://cds.cern.ch/record/2040380engCho, Won SangGainer, James S.Kim, DoojinLim, Sung HakMatchev, Konstantin T.Moortgat, FilipPape, LucPark, MyeonghunOPTIMASS: A Package for the Minimization of Kinematic Mass Functions with ConstraintsParticle Physics - PhenomenologyReconstructed mass variables, such as $M_2$, $M_{2C}$, $M_T^\star$, and $M_{T2}^W$, play an essential role in searches for new physics at hadron colliders. The calculation of these variables generally involves constrained minimization in a large parameter space, which is numerically challenging. We provide a C++ code, OPTIMASS, which interfaces with the MINUIT library to perform this constrained minimization using the Augmented Lagrangian Method. The code can be applied to arbitrarily general event topologies and thus allows the user to significantly extend the existing set of kinematic variables. We describe this code and its motivation and demonstrate its use in the analysis of the fully leptonic decay of pair-produced top quarks using the $M_2$ variables.Reconstructed mass variables, such as M$_{2}$, M$_{2C}$ , M$_{T}^{*}$ , and M$_{T2}^{W}$ , play an essential role in searches for new physics at hadron colliders. The calculation of these variables generally involves constrained minimization in a large parameter space, which is numerically challenging. We provide a C++ code, Optimass, which interfaces with the Minuit library to perform this constrained minimization using the Augmented Lagrangian Method. The code can be applied to arbitrarily general event topologies, thus allowing the user to significantly extend the existing set of kinematic variables. We describe this code, explain its physics motivation, and demonstrate its use in the analysis of the fully leptonic decay of pair-produced top quarks using M$_{2}$ variables.Reconstructed mass variables, such as $M_2$, $M_{2C}$, $M_T^\star$, and $M_{T2}^W$, play an essential role in searches for new physics at hadron colliders. The calculation of these variables generally involves constrained minimization in a large parameter space, which is numerically challenging. We provide a C++ code, OPTIMASS, which interfaces with the MINUIT library to perform this constrained minimization using the Augmented Lagrangian Method. The code can be applied to arbitrarily general event topologies and thus allows the user to significantly extend the existing set of kinematic variables. We describe this code and its physics motivation, and demonstrate its use in the analysis of the fully leptonic decay of pair-produced top quarks using the $M_2$ variables.arXiv:1508.00589CTPU-15-09APCTP-PRE2015-020IPMU15-0115CTPU-15-09APCTP-PRE2015-020IPMU15-0115oai:cds.cern.ch:20403802015-08-03 |
spellingShingle | Particle Physics - Phenomenology Cho, Won Sang Gainer, James S. Kim, Doojin Lim, Sung Hak Matchev, Konstantin T. Moortgat, Filip Pape, Luc Park, Myeonghun OPTIMASS: A Package for the Minimization of Kinematic Mass Functions with Constraints |
title | OPTIMASS: A Package for the Minimization of Kinematic Mass Functions with Constraints |
title_full | OPTIMASS: A Package for the Minimization of Kinematic Mass Functions with Constraints |
title_fullStr | OPTIMASS: A Package for the Minimization of Kinematic Mass Functions with Constraints |
title_full_unstemmed | OPTIMASS: A Package for the Minimization of Kinematic Mass Functions with Constraints |
title_short | OPTIMASS: A Package for the Minimization of Kinematic Mass Functions with Constraints |
title_sort | optimass: a package for the minimization of kinematic mass functions with constraints |
topic | Particle Physics - Phenomenology |
url | https://dx.doi.org/10.1007/JHEP01(2016)026 http://cds.cern.ch/record/2040380 |
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