Gravitational Wave Data Analysis Methods I

Presentations

• Can a computer learn if LIGO and Virgo will observe gravitational waves?

  ORAL

  April 19, 2021, 10:45 AM – April 19, 2021, 10:57 AM

  Authors

  • Davide Gerosa

    • University of Birmingham

  • Geraint Pratten

    • University of Birmingham
    • Univ of Birmingham

  • Geraint Pratten

    • University of Birmingham
    • Univ of Birmingham

  View abstract →

• Searches for Compact Binary Coalescence Events using Neural Networks in LIGO/Virgo Second Observation Period

  ORAL

  April 19, 2021, 10:57 AM – April 19, 2021, 11:09 AM

  Authors

  • Alexis Menendez-Vazquez

    • Inst High Enrgy Phy (IFAE) UAB

  • Machiel Kolstein

    • Inst High Enrgy Phy (IFAE) UAB

  • Mario Martinez

    • Inst High Enrgy Phy (IFAE) UAB

  • Lluïsa-Maria Mir

    • Inst High Enrgy Phy (IFAE) UAB

  View abstract →

• Deep learning for clustering of continuous gravitational wave candidates in broad searches

  ORAL

  April 19, 2021, 11:09 AM – April 19, 2021, 11:21 AM

  Authors

  • Banafsheh Beheshtipour

    • Max Planck Inst for Gravitational Physics in Hannover (AEI)

  • Maria Alessandra Papa

    • Max Planck Inst for Gravitational Physics in Hannover (AEI)

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• Enhancing detection of gravitational waves with machine learning

  ORAL

  April 19, 2021, 11:21 AM – April 19, 2021, 11:33 AM

  Authors

  • Tanmaya Mishra

    • University of Florida

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• Enhancing gravitational-wave burst detection confidence in expanded detector networks with the BayesWave pipeline

  ORAL

  April 19, 2021, 11:33 AM – April 19, 2021, 11:45 AM

  Authors

  • Yi Shuen Christine Lee

    • The University of Melbourne

  • Margaret Millhouse

    • Univ of Melbourne
    • The University of Melbourne

  • Andrew Melatos

    • The University of Melbourne

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• A novel signal consistency check for gravitational waves

  ORAL

  April 19, 2021, 11:45 AM – April 19, 2021, 11:57 AM

  Authors

  • RYAN Magee

    • LIGO Laboratory, Caltech

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• Detection and waveform reconstruction of gravitational-wave signals with coherent Wave Burst and Wavelet Detection Filter methods.

  ORAL

  April 19, 2021, 11:57 AM – April 19, 2021, 12:09 PM

  Authors

  • Yanyan Zheng

    • Missouri University of Science & Technology

  • Alberto Less

    • Università di Roma Tor Vergata

  • Filip Morawski

    • Nicolaus Copernicus Astronomical Center

  • Marco Cavaglia

    • Missouri University of Science & Technology

  • Elena Cuoco

    • European Gravitational Observatory

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• Simulation-based inference for compact binaries

  ORAL

  April 19, 2021, 12:09 PM – April 19, 2021, 12:21 PM

  Authors

  • Stephen Green

    • Albert Einstein Institute Potsdam

  • Jonathan Gair

    • Albert Einstein Institute Potsdam
    • Max Planck Institute for Gravitational Physics

  View abstract →