11 citations · 32 across the 5 of their papers we have counts for
5 papers
Anomaly Detection for Automated Data Quality Monitoring in the CMS Detector
Andrew Brinkerhoff, Chosila Sutantawibul, Robert White +23
Successful operation of large particle detectors like the Compact Muon Solenoid (CMS) at the CERN Large Hadron Collider requires rapid, in-depth assessment of data quality. We intr…
Resource-aware Research on Universe and Matter: Call-to-Action in Digital Transformation
Ben Bruers, Marilyn Cruces, Markus Demleitner +34
Given the urgency to reduce fossil fuel energy production to make climate tipping points less likely, we call for resource-aware knowledge gain in the research areas on Universe an…
SR-GAN for SR-gamma: super resolution of photon calorimeter images at collider experiments
Johannes Erdmann, Aaron van der Graaf, Florian Mausolf +1
We study single-image super-resolution algorithms for photons at collider experiments based on generative adversarial networks. We treat the energy depositions of simulated electro…
Maximum performance of strange-jet tagging at hadron colliders
Johannes Erdmann, Olaf Nackenhorst, Sonja Verena Zeißner
The maximum achievable performance of strange-jet tagging at hadron colliders and the loss in performance in different detector designs is estimated based on simulated truth jets f…
A tagger for strange jets based on tracking information using long short-term memory
Johannes Erdmann
An algorithm for the identification of jets that originate from the hadronisation of strange quarks is presented, which complements existing algorithms for the identification of je…