T. K. Aarrestad
- Applications and Techniques for Fast Machine Learning in Science
2021/10/25 by Allison McCarn Deiana, A. M. 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
- 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
- LHC physics dataset for unsupervised New Physics detection at 40 MHz
2021/07/05 by Ekaterina Govorkova, Govorkova, Ekaterina, Ema Puljak +9 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Data Storage Technologies #Data Analysis #Distributed and Parallel Computing Systems #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Particle Detector Development and Performance #Statistics and Probability (physics.data-an)
- 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
- Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs
2020/11/30 by Aneesh Heintz, Heintz, Aneesh, Vesal Razavimaleki +39 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #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) #Parallel Computing and Optimization Techniques #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