T. Klijnsma
- Applications and Techniques for Fast Machine Learning in Science
2021/10/25 by A. M. Deiana, Allison McCarn Deiana, Nhan Tran +111 · 1 voice · 5 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Neural Networks and Reservoir Computing #Anomaly Detection Techniques and Applications
- Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors
2020/03/25 by X. Ju, Ju, Xiangyang, Steven Farrell +42 · 12 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Advanced Neural Network Applications
- 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
- Track Seeding and Labelling with Embedded-space Graph Neural Networks
2020/06/30 by Nicholas Choma, Daniel Murnane, Choma, Nicholas +34 · 4 citations
Computer Science · Medicine · #Advanced Graph Neural Networks #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Topic Modeling
- A Dynamic Reduction Network for Point Clouds
2020/03/18 by L. Gray, Gray, Lindsey, T. Klijnsma +3 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- 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, CMS Collaboration, A. Hayrapetyan +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