Publications

Navigating Unknowns: Deep Learning Robustness for Gravitational Wave Signal Reconstruction

Dr. Chayan Chatterjee, Karan Jani

Reconstruction of Binary Black Hole Harmonics in LIGO Using Deep Learning

Dr. Chayan Chatterjee, Karan Jani

Premerger Sky Localization of Gravitational Waves from Binary Neutron Star Mergers Using Deep Learning

Dr. Chayan Chatterjee, Linqing Wen

Rapid Localization of Gravitational Wave Sources from Compact Binary Coalescences Using Deep Learning

Dr. Chayan Chatterjee, Manoj Kovalam, Linqing Wen, Damon Beveridge, Foivos Diakogiannis, Kevin Vinsen

Rapid Mass Parameter Estimation of Binary Black Hole Coalescences Using Deep Learning

Alistair McLeod, Daniel Jacobs, Dr. Chayan Chatterjee, Linqing Wen, Fiona Panther

Extraction of binary black hole gravitational wave signals from detector data using deep learning

Dr. Chayan Chatterjee, Linqing Wen, Foivos Diakogiannis, Kevin Vinsen

Enhanching Gravitational Wave Science with Machine Learning

Elena Cuoco, Jade Powell, Marco Cavaglià, Kendall Ackley, Michał Bejger, Dr. Chayan Chatterjee, Michael Coughlin, Scott Coughlin, Paul Easter, Reed Essick, Hunter Gabbard, Timothy Gebhard, Shaon Ghosh, Leïla Haegel, Alberto Iess, David Keitel, Zsuzsa Márka, Szabolcs Márka, Filip Morawski, Tri Nguyen, Rich Ormiston, Michael Pürrer, Massimiliano Razzano, Kai Staats, Gabriele Vajente, Daniel Williams

Using deep learning to localize gravitational wave sources

Dr. Chayan Chatterjee, Linqing Wen, Kevin Vinsen, Manoj Kovalam, Amitava Datta