108 citations · 972 across the 62 of their papers we have counts for
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Measurement of the cross section of top quark-antiquark pair production in association with a W boson in proton-proton collisions at TeV
Tu Thong Tran
The production of a top quark-antiquark pair in association with a W boson is measured in proton-proton collisions at a centre-of-mass energy of 13 TeV. The data recorded by the CM…
Proton reconstruction with the CMS-TOTEM Precision Proton Spectrometer
CMS, TOTEM Collaborations
The Precision Proton Spectrometer (PPS) of the CMS and TOTEM experiments collected 107.7 fb in proton-proton (pp) collisions at the LHC at 13 TeV (Run 2). This paper describ…
Hyperparameter optimization of data-driven AI models on HPC systems
Eric Wulff, Maria Girone, Joosep Pata
In the European Center of Excellence in Exascale computing "Research on AI- and Simulation-Based Engineering at Exascale" (CoE RAISE), researchers develop novel, scalable AI techno…
Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning
Abdullah Bazarov, María Benito, Gert Hütsi +3
The abundance of dark matter (DM) subhalos orbiting a host galaxy is a generic prediction of the cosmological framework, and is a promising way to constrain the nature of DM. In th…
Machine Learning for Particle Flow Reconstruction at CMS
Joosep Pata, Javier Duarte, Farouk Mokhtar +5
We provide details on the implementation of a machine-learning based particle flow algorithm for CMS. The standard particle flow algorithm reconstructs stable particles based on ca…