activity
20082026
most citedPhobos results on charged particle multiplicity and pseudorapidity distributions in Au+Au, Cu+Cu, d+Au, and p+p collisions at ultra-relativistic energies

276 citations · 565 across the 8 of their papers we have counts for

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hep-ph2021★ 43 cited

Improving Variational Autoencoders for New Physics Detection at the LHC with Normalizing Flows

Pratik Jawahar, Thea Aarrestad, Nadezda Chernyavskaya +5

We investigate how to improve new physics detection strategies exploiting variational autoencoders and normalizing flows for anomaly detection at the Large Hadron Collider. As a wo…

hep-ph2021★ 123 cited

The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

T. Aarrestad, M. van Beekveld, M. Bona +36

We describe the outcome of a data challenge conducted as part of the Dark Machines Initiative and the Les Houches 2019 workshop on Physics at TeV colliders. The challenged aims at…