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The recent Nobel-prize-winning detections of gravitational waves from merging black holes and the subsequent detection of the collision of two neutron stars in coincidence with electromagnetic observations have inaugurated a new era of multimessenger astrophysics.
Gradient-based learning applied to document recognition
Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner · 1998
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Matched filtering of gravitational waves from inspiraling compact binaries: Computational cost and template placement
B. J. Owen and B. S. Sathyaprakash · 1999
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The Einstein Toolkit: a community computational infrastructure for relativistic astrophysics
F. Löffler, J. Faber, E. Bentivegna, T. Bode, P. Diener, R. Haas, I. Hinder, B. C. Mundim, C. D. Ott, E. Schnetter, G. Allen, M. Campanelli, and P. Laguna · 2012
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Resonant-plane locking and spin alignment in stellar-mass black-hole binaries: A diagnostic of compact-binary formation
D. Gerosa, M. Kesden, E. Berti, R. O’Shaughnessy, and U. Sperhake · 2013
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Effect of eccentricity on binary neutron star searches in advanced LIGO
E. A. Huerta and D. A. Brown · 2013
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The Formation of Eccentric Compact Binary Inspirals and the Role of Gravitational Wave Emission in Binary-Single Stellar Encounters
J. Samsing, M. MacLeod, and E. Ramirez-Ruiz · 2014
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Numerical Relativity and Astrophysics
L. Lehner and F. Pretorius · 2014
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Accurate and efficient waveforms for compact binaries on eccentric orbits
E. A. Huerta, P. Kumar, S. T. McWilliams, R. O’Shaughnessy, and N. Yunes · 2014
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Effective-one-body model for black-hole binaries with generic mass ratios and spins
A. Taracchini, A. Buonanno, Y. Pan, T. Hinderer, M. Boyle, D. A. Hemberger, L. E. Kidder, G. Lovelace, A. H. Mroué, H. P. Pfeiffer, M. A. Scheel, B. Szilágyi, N. W. Taylor, and A. Zenginoglu · 2014
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Advanced LIGO
The LIGO Scientific Collaboration, J. Aasi, et al · 2015
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Binary Black Hole Mergers from Globular Clusters: Implications for Advanced LIGO
C. L. Rodriguez, M. Morscher, B. Pattabiraman, S. Chatterjee, C.-J. Haster, and F. A. Rasio · 2015
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Deep learning
Yann Lecun, Yoshua Bengio, and Geoffrey Hinton · 2015
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Deep learning applications and challenges in big data analytics
Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, and Edin Muharemagic · 2015
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Classification methods for noise transients in advanced gravitational-wave detectors
J. Powell, D. Trifirò, E. Cuoco, I. S. Heng, and M. Cavaglià · 2015
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Parameter estimation for compact binaries with ground-based gravitational-wave observations using the LALInference software library
J. Veitch, V. Raymond, B. Farr, W. Farr, P. Graff, S. Vitale, B. Aylott, K. Blackburn, N. Christensen, M. Coughlin, W. Del Pozzo, F. Feroz, J. Gair, C.-J. Haster, V. Kalogera, T. Littenberg, I. Mandel, R. O’Shaughnessy, M. Pitkin, C. Rodriguez, C. Röver, T. Sidery, R. Smith, M. Van Der Sluys, A. Vecchio, W. Vousden, and L. Wade · 2015
Cited alongside, same era.
Novel scheme for rapid parallel parameter estimation of gravitational waves from compact binary coalescences
C. Pankow, P. Brady, E. Ochsner, and R. O’Shaughnessy · 2015
Cited alongside, same era.
Observation of Gravitational Waves from a Binary Black Hole Merger
B. P. Abbott, R. Abbott, T. D. Abbott, M. R. Abernathy, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, and et al · 2016
Cited alongside, same era.
GW151226: Observation of Gravitational Waves from a 22-Solar-Mass Binary Black Hole Coalescence
B. P. Abbott, R. Abbott, T. D. Abbott, M. R. Abernathy, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, and et al · 2016
Cited alongside, same era.
Gravity Spy: Integrating Advanced LIGO Detector Characterization, Machine Learning, and Citizen Science
M. Zevin, S. Coughlin, S. Bahaadini, E. Besler, N. Rohani, S. Allen, M. Cabero, K. Crowston, A. Katsaggelos, S. Larson, T. K. Lee, C. Lintott, T. Littenberg, A. Lundgren, C. Oesterlund, J. Smith, L. Trouille, and V. Kalogera · 2016
Later among the works it cites.
GW170104: Observation of a 50-Solar-Mass Binary Black Hole Coalescence at Redshift 0.2
B. P. Abbott, R. Abbott, T. D. Abbott, M. R. Abernathy, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, et al · 2017
Closest in time.
GW170814: A Three-Detector Observation of Gravitational Waves from a Binary Black Hole Coalescence
The LIGO Scientific Collaboration, the Virgo Collaboration, B. P. Abbott, R. Abbott, T. D. Abbott, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, and et al · 2017
Closest in time.
GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral
The LIGO Scientific Collaboration and The Virgo Collaboration · 2017
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A complete waveform model for compact binaries on eccentric orbits
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B. P. Abbott, R. Abbott, T. D. Abbott, M. R. Abernathy, F. Acernese, K. Ackley, C. Adams, T. Adams, P. Addesso, R. X. Adhikari, and et al · 2016
Cited alongside, same era.
Binary black hole mergers from globular clusters: Masses, merger rates, and the impact of stellar evolution
C. L. Rodriguez, S. Chatterjee, and F. A. Rasio · 2016
Cited alongside, same era.
Black Hole Mergers and Blue Stragglers from Hierarchical Triples Formed in Globular Clusters
F. Antonini, S. Chatterjee, C. L. Rodriguez, M. Morscher, B. Pattabiraman, V. Kalogera, and F. A. Rasio · 2016
Cited alongside, same era.
Method for detection and reconstruction of gravitational wave transients with networks of advanced detectors
S. Klimenko, G. Vedovato, M. Drago, F. Salemi, V. Tiwari, G. A. Prodi, C. Lazzaro, K. Ackley, S. Tiwari, C. F. Da Silva, and G. Mitselmakher · 2016
Cited alongside, same era.
Searching for gravitational waves from compact binaries with precessing spins
I. Harry, S. Privitera, A. Bohé, and A. Buonanno · 2016
Cited alongside, same era.
Multi-scale context aggregation by dilated convolutions
Fisher Yu and Vladlen Koltun · 2016
Cited alongside, same era.
On the accuracy and precision of numerical waveforms: effect of waveform extraction methodology
T. Chu, H. Fong, P. Kumar, H. P. Pfeiffer, M. Boyle, D. A. Hemberger, L. E. Kidder, M. A. Scheel, and B. Szilagyi · 2016
Cited alongside, same era.
Proposed search for the detection of gravitational waves from eccentric binary black holes
V. Tiwari, S. Klimenko, N. Christensen, E. A. Huerta, S. R. P. Mohapatra, A. Gopakumar, M. Haney, P. Ajith, S. T. McWilliams, G. Vedovato, M. Drago, F. Salemi, G. A. Prodi, C. Lazzaro, S. Tiwari, G. Mitselmakher, and F. Da Silva · 2016
Cited alongside, same era.
E. A. Huerta, P. Kumar, B. Agarwal, D. George, H.-Y. Schive, H. P. Pfeiffer, Roland Haas, Wei Ren, T. Chu, M. Boyle, D. A. Hemberger, L. E. Kidder, M. A. Scheel, and B. Szilagyi · 2017
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Deep Neural Networks to Enable Real-time Multimessenger Astrophysics
D. George and E. A. Huerta · 2017
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Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data
D. George and E. A. Huerta · 2017
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Classification methods for noise transients in advanced gravitational-wave detectors II: performance tests on Advanced LIGO data
J. Powell et al · 2017
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ENIGMA: Eccentric, Non-spinning, Inspiral Gaussian-process Merger Approximant for the characterization of eccentric binary black hole mergers
E. A. Huerta, C. J. Moore, P. Kumar, D. George, A. J. K. Chua, R. Haas, E. Wessel, D. Johnson, D. Glennon, A. Rebei, A. M. Holgado, J. R. Gair, and H. P. Pfeiffer · 2017
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Deep Multi-view Models for Glitch Classification
S. Bahaadini, N. Rohani, S. Coughlin, M. Zevin, V. Kalogera, and A. K Katsaggelos · 2017
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Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO
D. George, H. Shen, and E. A. Huerta · 2017
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Glitch Classification and Clustering for LIGO with Deep Transfer Learning
D. George, H. Shen, and E. A. Huerta · 2017
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Transient classification in ligo data using difference boosting neural network
N. Mukund, S. Abraham, S. Kandhasamy, S. Mitra, and N. S. Philip · 2017
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