699 citations · 14.3k across the 464 of their papers we have counts for
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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…
Fast Columnar Physics Analyses of Terabyte-Scale LHC Data on a Cache-Aware Dask Cluster
Niclas Eich, Martin Erdmann, Peter Fackeldey +3
The development of an LHC physics analysis involves numerous investigations that require the repeated processing of terabytes of data. Thus, a rapid completion of each of these ana…
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…
Design and Execution of make-like, distributed Analyses based on Spotify's Pipelining Package Luigi
Marcel Rieger, Martin Erdmann, Benjamin Fischer +1
In high-energy particle physics, workflow management systems are primarily used as tailored solutions in dedicated areas such as Monte Carlo production. However, physicists perform…
Experiment Software and Projects on the Web with VISPA
Martin Erdmann, Benjamin Fischer, Robert Fischer +7
The Visual Physics Analysis (VISPA) project defines a toolbox for accessing software via the web. It is based on latest web technologies and provides a powerful extension mechanism…
A Development Environment for Visual Physics Analysis
H. -P. Bretz, M. Brodski, M. Erdmann +11
The Visual Physics Analysis (VISPA) project integrates different aspects of physics analyses into a graphical development environment. It addresses the typical development cycle of…