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A Fast and Scalable Transformer Pipeline for Binary Black Hole Detection
Chayan Chatterjee, Abigail Petulante, Haowei Fu +3
With the projected increase in the detection rate of compact-binary coalescences in the coming decade, there is critical need to develop fast, robust, and scalable alternatives to…
deci-Hz Gravitational Wave Observations on the Moon and Beyond
Emanuele Berti, Marica Branchesi, Alessandra Buonanno +21
This document summarizes talks and discussions from the workshop "deci-Hz Gravitational Wave Observations on the Moon and Beyond" that took place at Johns Hopkins University betwee…
Binary Neutron Stars from the Moon: Early Warnings and Precision Science for the Artemis Era
Anjali B. Yelikar, Karan Jani
Binary neutron star mergers are unique probes of matter at extreme density and standard candles of cosmic expansion. The only such event observed in both gravitational waves and el…
Distinguishing the Demographics of Compact Binaries with Merger Entropy Index
Siyuan Chen, Karan Jani
The coalescence of binary black holes and neutron stars increases the entropy in the universe. The release of entropy from the inspiral stage to the merger depends primarily on the…
A Tale of Two Black Holes: Multiband Gravitational-Wave Measurement of Recoil Kicks
Shobhit Ranjan, Karan Jani, Alexander H. Nitz +2
The non-linear dynamics of General Relativity leave their imprint on remnants of black hole mergers in the form of a recoil ``kick''. The kick has profound astrophysical implicatio…
Navigating Unknowns: Deep Learning Robustness for Gravitational Wave Signal Reconstruction
Chayan Chatterjee, Karan Jani
We present a rapid and reliable deep learning-based method for gravitational wave signal reconstruction from elusive, generic binary black hole mergers in LIGO data. We demonstrate…