Scott Hauck

1. Applications and Techniques for Fast Machine Learning in Science
   2021/10/25 by Allison McCarn Deiana, A. M. Deiana, Nhan Viet 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
2. 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
3. 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
4. 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
5. Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark
   2022/06/23 by Hendrik Borras, Borras, Hendrik, Giuseppe Di Guglielmo +33 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Neural Networks and Applications #Image Processing Techniques and Applications
6. Building Machine Learning Challenges for Anomaly Detection in Science
   2025/03/03 by Elizabeth Campolongo, Y. Chou, Campolongo, Elizabeth G. +241 · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
7. 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
8. FPGA Acceleration of Short Read Alignment
   2018/04/30 by Nathaniel McVicar, Akina Hoshino, McVicar, Nathaniel +9 · 1 citation
   Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Chromosomal and Genetic Variations #Computational Engineering #Distributed #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Parallel #RNA and protein synthesis mechanisms #and Cluster Computing (cs.DC) #and Science (cs.CE)
9. Machine learning evaluation in the Global Event Processor FPGA for the ATLAS trigger upgrade
   2024/05/07 by Z. Jiang, Jiang, Zhixing, Scott Hauck +16 · 1 citation
   Computer Science · Physics and Astronomy · #Distributed and Parallel Computing Systems #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Particle Detector Development and Performance #Radiation Detection and Scintillator Technologies
10. CHIMAERA
    2000/05/01 by Zhi Alex Ye, Andreas Moshovos, Scott Hauck +1 · 1 citation
    Computer Science · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques #Interconnection Networks and Systems