K. Pedro
- FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing
2019/04/18 by Javier Duarte, J. Duarte, Philip Harris +30 · 1 voice · 4 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #hep-ex #physics.comp-ph #physics.data-an #physics.ins-det
- Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors
2020/03/25 by X. Ju, Ju, Xiangyang, Steven Farrell +42 · 13 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Advanced Neural Network Applications
- Denoising diffusion models with geometry adaptation for high fidelity calorimeter simulation
2023/08/07 by O. Amram, K. Pedro, Amram, Oz +1 · 12 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Data Analysis #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Detectors (physics.ins-det) #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
- 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 CMS Collaboration, A. Hayrapetyan, Aram Hayrapetyan +2392 · 1 voice · 7 citations
Physics and Astronomy · Computer Science · #hep-ex
- DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection
2023/02/03 by A. Ćiprijanović, Ćiprijanović, A., A. Lewis +11 · 6 citations
Mathematics · Medicine · #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Influenza Virus Research Studies #Pneumonia and Respiratory Infections
- Robustness of deep learning algorithms in astronomy -- galaxy morphology studies
2021/11/01 by A. Ćiprijanović, D. Kafkes, Ćiprijanović, A. +15 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification
2021/12/28 by Aleksandra Ćiprijanović, Diana Kafkes, Ćiprijanović, Aleksandra +15 · 2 citations
Mathematics · #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
2022/03/15 by Andreas Adelmann, Adelmann, Andreas, W. H. Hopkins +19 · 2 citations
Decision Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Nuclear reactor physics and engineering #Particle physics theoretical and experimental studies #Simulation Techniques and Applications
- Physics Community Needs, Tools, and Resources for Machine Learning
2022/03/30 by Philip Harris, E. Katsavounidis, Harris, Philip +39 · 1 citation
Computer Science · Decision Sciences · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Scientific Computing and Data Management
- The Future of High Energy Physics Software and Computing
2022/10/11 by Steven Gottlieb, Elvira, V. Daniel, Gottlieb, Steven +52 · 1 citation
Computer Science · Decision Sciences · Physics and Astronomy · #Distributed and Parallel Computing Systems #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Particle physics theoretical and experimental studies #Scientific Computing and Data Management
- 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, A. Hayrapetyan, CMS Collaboration +2346 · 2 voices · 2 citations
#hep-ex #nucl-ex