Dylan Rankin

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 · 2 citations
   Decision Sciences · Computer Science · #Scientific Computing and Data Management #Neural Networks and Reservoir Computing #Anomaly Detection Techniques and Applications
2. 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 · 12 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
3. 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 · 1 citation
   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
4. A machine-learning pipeline for real-time detection of gravitational waves from compact binary coalescences
   2024/03/27 by Ethan Marx, Marx, Ethan, William Benoit +27 · 8 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Pulsars and Gravitational Waves Research #Seismology and Earthquake Studies
5. GWAK: Gravitational-Wave Anomalous Knowledge with Recurrent Autoencoders
   2023/09/20 by Ryan Raikman, Eric Moreno, Raikman, Ryan +23 · 2 citations
   Physics and Astronomy · #FOS: Physical sciences #Gamma-ray bursts and supernovae #General Relativity and Quantum Cosmology (gr-qc) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Pulsars and Gravitational Waves Research #Radio Astronomy Observations and Technology
6. A Neural Network-Based Search for Unmodeled Transients in LIGO-Virgo-KAGRA's Third Observing Run
   2024/12/27 by Ryan Raikman, Raikman, Ryan, Eric Moreno +28 · 2 citations
   Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Geophysics and Gravity Measurements #GNSS positioning and interference #Solar and Space Plasma Dynamics
7. Machine Can Automatically Discover Parametric Functions to Model HEP Data
   2026/07/22 by Ho Fung Tsoi, Dylan Rankin, Cecile Caillol +5
   #hep-ex #cs.LG