A. Gandrakota
- Measurements of polarization and spin correlation and observation of entanglement in top quark pairs using lepton+jets events from proton-proton collisions at √(s) = 13 TeV
2024/09/17 by A. Hayrapetyan, Aram Hayrapetyan, CMS Collaboration +2392 · 1 voice · 7 citations
Physics and Astronomy · Computer Science · #hep-ex
- hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
2025/12/01 by J. F. Schulte, Benjamin Ramhorst, Schulte, Jan-Frederik +102 · 2 voices · 4 citations
Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques
- Interpreting Transformers for Jet Tagging
2024/12/04 by Aaron Wang, Wang, Aaron, A. Gandrakota +10 · 3 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Data Storage Technologies #Big Data Technologies and Applications #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) #Particle Detector Development and Performance #Statistics and Probability (physics.data-an)
- Fast Particle-based Anomaly Detection Algorithm with Variational Autoencoder
2023/11/28 by Ryan Liu, A. Gandrakota, Liu, Ryan +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Computational Physics and Python Applications
- Efficient and Robust Jet Tagging at the LHC with Knowledge Distillation
2023/11/23 by Ryan Liu, Liu, Ryan, A. Gandrakota +7 · 1 citation
Medicine · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
- Search for long-lived heavy neutral leptons decaying in the CMS muon detectors in proton-proton collisions at s=13 TeV
2024/07/08 by A. Hayrapetyan, A. Tumasyan, W. Adam +2328 · 1 citation
Physics and Astronomy · #Particle physics theoretical and experimental studies #Neutrino Physics Research #Particle Detector Development and Performance
- Measurements of inclusive and differential cross sections for top quark production in association with a Z boson in proton-proton collisions at √(s) = 13 TeV
2025/02/26 by A. Hayrapetyan, A. Tumasyan, W. Adam +2361 · 1 citation
- Jet fragmentation function and groomed substructure of bottom quark jets in proton-proton collisions at 5.02 TeV
2025/11/06 by V. Chekhovsky, CMS Collaboration, A. Hayrapetyan +2346 · 2 voices · 2 citations
#hep-ex #nucl-ex