89 citations · 111 across the 5 of their papers we have counts for
5 papers
Wasserstein normalized autoencoder for anomaly detection
CMS Collaboration
A novel anomaly detection algorithm is presented. The Wasserstein normalized autoencoder (WNAE) is a normalized probabilistic model that minimizes the Wasserstein distance between…
DeepMET: Improving missing transverse momentum estimation with a deep neural network
CMS Collaboration
At hadron colliders, the net transverse momentum of particles that do not interact with the detector (missing transverse momentum, ) is a crucial ob…
Observation of quantum entanglement in top quark pair production in proton-proton collisions at = 13 TeV
CMS Collaboration
Entanglement is an intrinsic property of quantum mechanics and is predicted to be exhibited in the particles produced at the Large Hadron Collider. A measurement of the extent of e…
Stairway to discovery: a report on the CMS programme of cross section measurements from millibarns to femtobarns
CMS Collaboration
The Large Hadron Collider at CERN, delivering proton-proton collisions at much higher energies and far higher luminosities than previous machines, has enabled a comprehensive progr…
Luminosity determination using Z boson production at the CMS experiment
CMS Collaboration
The measurement of Z boson production is presented as a method to determine the integrated luminosity of CMS data sets. The analysis uses proton-proton collision data, recorded by…