Detecting Gravitational-wave Bursts from Black Hole Binaries in the Galactic Center with LISA

Authors: Alan M. Knee, Jess McIver, Smadar Naoz, Isobel M. Romero-Shaw, Bao-Minh Hoang, Evgeni Grishin

Source: The Astrophysical Journal Letters, Vol 971, Iss 2, p L38 (2024)

Subject Terms: Stellar mass black holes, Supermassive black holes, Galactic center, Stellar dynamics, Gravitational wave astronomy, Eccentricity, Astrophysics, QB460-466

File Description: electronic resource

Relation: https://doaj.org/toc/2041-8205

Access URL: https://doaj.org/article/672ab736f9b4429589462c91e43491e3

Explaining the GWSkyNet-Multi Machine Learning Classifier Predictions for Gravitational-wave Events

Authors: Nayyer Raza, Man Leong Chan, Daryl Haggard, Ashish Mahabal, Jess McIver, Thomas C. Abbott, Eitan Buffaz, Nicholas Vieira

Source: The Astrophysical Journal, Vol 963, Iss 2, p 98 (2024)

Subject Terms: Gravitational wave astronomy, Gravitational wave sources, Convolutional neural networks, Astrophysics, QB460-466

File Description: electronic resource

Relation: https://doaj.org/toc/1538-4357

Access URL: https://doaj.org/article/26d93d2bfd1546089fdcec675d5926ab

GWSkyNet. II. A Refined Machine-learning Pipeline for Real-time Classification of Public Gravitational Wave Alerts

Authors: Man Leong Chan, Jess McIver, Ashish Mahabal, Cody Messick, Daryl Haggard, Nayyer Raza, Yannick Lecoeuche, Patrick J. Sutton, Becca Ewing, Francesco Di Renzo, Miriam Cabero, Raymond Ng, Michael W. Coughlin, Shaon Ghosh, Patrick Godwin

Source: The Astrophysical Journal, Vol 972, Iss 1, p 50 (2024)

Subject Terms: Gravitational waves, Gravitational wave astronomy, Gravitational wave sources, Astrophysics, QB460-466

File Description: electronic resource

Relation: https://doaj.org/toc/1538-4357

Access URL: https://doaj.org/article/d218e6df6df64c12b3d69c1cdc0f6b74