Gravitational Waves: Data Analysis Techniques 2

Presentations

• Integrated approaches to deep learning in gravitational-wave signal modeling and statistical inference

  ORAL

  April 16, 2019, 1:30 PM – April 16, 2019, 1:42 PM

  Presenters

  • Alvin J. K. Chua

    • Jet Propulsion Laboratory

  Authors

  • Alvin J. K. Chua

    • Jet Propulsion Laboratory

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• NNETFIX: A neural network to 'fix' Gravitational Wave signals overlapping with short-duration glitches in LIGO-Virgo data.

  ORAL

  April 16, 2019, 1:42 PM – April 16, 2019, 1:54 PM

  Presenters

  • Sumeet Kulkarni

    • University of Mississippi

  Authors

  • Sumeet Kulkarni

    • University of Mississippi

  • Marco Cavaglia

    • University of Mississippi

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• A new method to find the origin of glitches in ground-based gravitational-wave detectors

  ORAL

  April 16, 2019, 1:54 PM – April 16, 2019, 2:06 PM

  Presenters

  • Kentaro Mogushi

    • University of Mississippi, University of Mississippi

  Authors

  • Kentaro Mogushi

    • University of Mississippi, University of Mississippi

  • Massimiliano Razzano

    • University of Pisa, National Institute of Nuclear Physics

  • Marco Cavaglia

    • University of Mississippi

  • Giancarlo Cella

    • University of Pisa, National Institute of Nuclear Physics

  • Giorgio Nicolini

    • University of Pisa

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• Rapid parameter estimation for compact binary coalescence events in LIGO data

  ORAL

  April 16, 2019, 2:06 PM – April 16, 2019, 2:18 PM

  Presenters

  • Sinead Walsh

    • University of Wisconsin - Milwaukee

  Authors

  • Sinead Walsh

    • University of Wisconsin - Milwaukee

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• Background reduction in LIGO-Virgo searches for supernova signals with machine learning

  ORAL

  April 16, 2019, 2:18 PM – April 16, 2019, 2:30 PM

  Presenters

  • Marco Cavaglia

    • Missouri University of Science and Technology

  Authors

  • Marco Cavaglia

    • Missouri University of Science and Technology

  • Sergio Gaudio

    • Embry-Riddle Aeronautical University, Prescott

  • Travis James Hansen

    • Embry–Riddle Aeronautical University, Prescott

  • Kai Staats

    • Northwestern University
    • Embry-Riddle Aeronautical University, Prescott

  • Marek Szczepanczyk

    • University of Florida

  • Michele Zanolin

    • Embry-Riddle Aeronautical University, Prescott

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• The impact of LIGO noise transients on accurate gravitational-wave event skymaps

  ORAL

  April 16, 2019, 2:30 PM – April 16, 2019, 2:42 PM

  Presenters

  • Jess McIver

    • Caltech

  Authors

  • Jess McIver

    • Caltech

  • Thomas J Massinger

    • Caltech

  • Derek Davis

    • Syracuse University

  • Laura Kate Nuttall

    • University of Portsmouth

  • Vivien Raymond

    • Cardiff University

  • Rory Smith

    • Monash University

  View abstract →

• Strain Histograms for Evaluating Continuous Gravitational Wave Candidates

  ORAL

  April 16, 2019, 2:42 PM – April 16, 2019, 2:54 PM

  Presenters

  • Grant Weldon

    • University of Michigan

  Authors

  • Grant Weldon

    • University of Michigan

  • Keith Riles

    • University of Michigan

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• Modern Pulsar Timing Array Sensitivity Curves

  ORAL

  April 16, 2019, 2:54 PM – April 16, 2019, 3:06 PM

  Presenters

  • Jeffrey Shafiq Hazboun

    • University of Washington, Bothell

  Authors

  • Jeffrey Shafiq Hazboun

    • University of Washington, Bothell

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• The "Dropout Method”: A Bayesian technique for identifying spurious signals in pulsar timing arrays

  ORAL

  April 16, 2019, 3:06 PM – April 16, 2019, 3:18 PM

  Presenters

  • Sarah J Vigeland

    • University of Wisconsin - Milwaukee

  Authors

  • Sarah J Vigeland

    • University of Wisconsin - Milwaukee

  • Michele Vallisneri

    • Caltech

  • Stephen R Taylor

    • Caltech

  View abstract →