Machine Learning in Gravitational Wave Data Analysis and Heirarchical Mergers of Compact Binaries

Presentations

• A machine-learning pipeline for real-time detection of gravitational waves from compact binary coalescences

  ORAL

  April 4, 2024, 10:45 AM – April 4, 2024, 10:57 AM

  Presenters

  • William Benoit

    • University of Minnesota

  Authors

  • William Benoit

    • University of Minnesota

  • Ethan J Marx

    • Massachusetts Institute of Technology

  • Alec M Gunny

    • Massachusetts Institute of Technology

  • Rafia Omer

    • University of Minnesota

  • Deep Chatterjee

    • Massachusetts Institute of Technology

  • Muhammed Saleem

    • University of Minnesota

  • Eric Moreno

    • Massachusetts Institute of Technology

  • Ryan J Raikman

    • Carnegie Mellon University

  • Ekaterina Govorkova

    • Massachusetts Institute of Technology

  • Michael W Coughlin

    • University of Minnesota

  • Erik Katsavounidis

    • MIT

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• Abstract Withdrawn

  ORAL · Withdrawn

  April 4, 2024, 10:57 AM – April 4, 2024, 11:09 AM

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• Gravitational-Wave Searches for Cosmic String Cusps in Einstein Telescope Data using Deep Learning

  ORAL

  April 4, 2024, 11:09 AM – April 4, 2024, 11:21 AM

  Publication: Preprint submitted to arXiv (2308.12323v1 [astro-ph.IM]), accepted for publication in Physical Review D

  Presenters

  • Quirijn Meijer

    • Utrecht University

  Authors

  • Quirijn Meijer

    • Utrecht University

  • Melissa Lopez

    • Utrecht University

  • Daichi Tsuna

    • California Institute of Technology

  • Sarah Caudill

    • University of Massachusetts Dartmouth

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• Neural network enhanced rapid interpolation of gravitational-waveforms

  ORAL

  April 4, 2024, 11:21 AM – April 4, 2024, 11:33 AM

  Presenters

  • Richard George

    • University of Texas at Austin

  Authors

  • Richard George

    • University of Texas at Austin

  • RYAN MAGEE

    • LIGO Laboratory, Caltech

  • Alvin Ka Yue Li

    • LIGO Laboratory, Caltech

  • Ritwick Sharma

    • University of Delhi

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• Identifying Correlations in Precessing Gravitational-Wave Signals with Machine Learning

  ORAL

  April 4, 2024, 11:33 AM – April 4, 2024, 11:45 AM

  Presenters

  • Karen Kang

    • Amherst College

  Authors

  • Karen Kang

    • Amherst College

  • Simona J Miller

    • Caltech

  • Deborah Ferguson

    • University of Illinois Urbana-Champaign

  • Katerina Chatziioannou

    • Caltech

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• Abstract Withdrawn

  ORAL · Withdrawn

  April 4, 2024, 11:45 AM – April 4, 2024, 11:57 AM

  View abstract →

• Abstract Withdrawn

  ORAL · Withdrawn

  April 4, 2024, 11:57 AM – April 4, 2024, 12:09 PM

  View abstract →

• Abstract Withdrawn

  ORAL · Withdrawn

  April 4, 2024, 12:09 PM – April 4, 2024, 12:21 PM

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• "Birth kick" estimates of second-generation black holes observed by LIGO-Virgo: implications for formation channels and host environments

  ORAL

  April 4, 2024, 12:21 PM – April 4, 2024, 12:33 PM

  Presenters

  • Anna Liu

    • The Chinese University of Hong Kong

  Authors

  • Anna Liu

    • The Chinese University of Hong Kong

  • Juan Calderón Bustillo

    • University of Santiago de Compostela
    • Instituto Galego de F´ısica de Altas Enerx´ıas, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Galicia, Spain

  • Carlos Araujo-Alvarez

    • University of Santiago de Compostela and University of La Laguna

  • Henry W. Y. Wong

    • The Chinese University of Hong Kong

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