Gravitational Waves: Data Analysis Techniques 2

Presentations

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

  ORAL

  April 16, 2019, 3:30 PM – April 16, 2019, 3:42 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, 3:42 PM – April 16, 2019, 3:54 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, 3:54 PM – April 16, 2019, 4:06 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, 4:06 PM – April 16, 2019, 4:18 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, 4:18 PM – April 16, 2019, 4:30 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, 4:30 PM – April 16, 2019, 4:42 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, 4:42 PM – April 16, 2019, 4:54 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, 4:54 PM – April 16, 2019, 5:06 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, 5:06 PM – April 16, 2019, 5:18 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 →