Ethan Marx

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. A machine-learning pipeline for real-time detection of gravitational waves from compact binary coalescences
   2024/03/27 by Ethan Marx, William Benoit, Marx, Ethan +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
3. 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
4. A Neural Network-Based Search for Unmodeled Transients in LIGO-Virgo-KAGRA's Third Observing Run
   2024/12/27 by Ryan Raikman, Eric Moreno, Raikman, Ryan +28 · 2 citations
   Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Geophysics and Gravity Measurements #GNSS positioning and interference #Solar and Space Plasma Dynamics