Erdmann, Johannes

1. Resource-aware Research on Universe and Matter: Call-to-Action in Digital Transformation
   2023/11/02 by Bruers, Ben, Cruces, Marilyn, Demleitner, Markus +34 · 2 citations
   #Computational Physics (physics.comp-ph) #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Materials Science (cond-mat.mtrl-sci) #Physics and Society (physics.soc-ph)
2. Anomaly Detection for Automated Data Quality Monitoring in the CMS Detector
   2025/01/23 by Brinkerhoff, Andrew, Sutantawibul, Chosila, White, Robert +23 · 4 citations
   #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Statistics and Probability (physics.data-an)
3. ParaFlow: fast calorimeter simulations parameterized in upstream material configurations
   2025/03/27 by Erdmann, Johannes, Kann, Jonas, Mausolf, Florian +1 · 2 citations
   #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det)
4. KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example
   2024/08/05 by Erdmann, Johannes, Mausolf, Florian, Späh, Jan Lukas · 1 citation
   #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)