Khoda, Elham E
- Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml
2022/07/01 by Khoda, Elham E, Rankin, Dylan, de Lima, Rafael Teixeira +10 · 7 citations
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Report of the Topical Group on Physics Beyond the Standard Model at Energy Frontier for Snowmass 2021
2022/09/27 by Bose, Tulika, Boveia, Antonio, Doglioni, Caterina +318 · 6 citations
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
- The National Research Platform: Stretched, Multi-Tenant, Scientific Kubernetes Cluster
2025/05/28 by Weitzel, Derek, Graves, Ashton, Albin, Sam +9 · 8 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Interpreting Transformers for Jet Tagging
2024/12/04 by Aaron Wang, A. Gandrakota, Wang, Aaron +10 · 5 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)
- Low Latency Transformer Inference on FPGAs for Physics Applications with hls4ml
2024/09/08 by Jiang, Zhixing, Yin, Dennis, Chen, Yihui +7 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- Report of the Topical Group on Electroweak Precision Physics and Constraining New Physics for Snowmass 2021
2022/09/16 by A. Belloni, A. Freitas, Belloni, Alberto +130 · 1 citation
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Particle physics theoretical and experimental studies