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physics.data-an2024★ 108 cited
The CMS statistical analysis and combination tool: COMBINE
CMS Collaboration
This paper describes the COMBINE software package used for statistical analyses by the CMS Collaboration. The package, originally designed to perform searches for a Higgs boson and…
physics.data-an2019★ 36 cited
A deep neural network for simultaneous estimation of b jet energy and resolution
CMS Collaboration
We describe a method to obtain point and dispersion estimates for the energies of jets arising from b quarks produced in proton-proton collisions at an energy of 13 Te…
physics.data-an2003★ 3 cited
Vertex reconstruction framework and its implementation for CMS
T. Boccali, R. Fruhwirth, W. Waltenberger +3
The class framework developed for vertex reconstruction in CMS is described. We emphasize how we proceed to develop a flexible, efficient and reliable piece of reconstruction softw…