S. Summers
- hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices
2021/03/09 by Farah Fahim, Fahim, Farah, Hawks, Benjamin +56 · 17 citations
Computer Science · Decision Sciences · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
- 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 Aram Hayrapetyan, A. 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, Schulte, Jan-Frederik, Benjamin Ramhorst +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
- QONNX: Representing Arbitrary-Precision Quantized Neural Networks
2022/06/15 by Alessandro Pappalardo, Pappalardo, Alessandro, Yaman Umuroglu +23 · 4 citations
Computer Science · Medicine · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Model Reduction and Neural Networks #Programming Languages (cs.PL)
- Reconstructing jets in the Phase-2 upgrade of the CMS Level-1 Trigger with a seeded cone algorithm
2023/10/12 by S. Summers, Ioannis Bestintzanos, Summers, Sioni +3 · 2 citations
Physics and Astronomy · Engineering · #Particle Detector Development and Performance #Radiation Effects in Electronics #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
- Search for vector-like leptons with long-lived particle decays in the CMS muon system in proton-proton collisions at √(s) = 13 TeV
2025/03/20 by V. Chekhovsky, A. Hayrapetyan, CMS Collaboration +2346 · 3 voices · 1 citation
#hep-ex
- 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, Aram Hayrapetyan, A. Tumasyan +2376 · 1 citation
Physics and Astronomy · #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
- 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