Intermediate-Mass Black Holes

Navigating Unknowns: Deep Learning Robustness for Gravitational Wave Signal Reconstruction
We extend the work in Chatterjee & Jani, 2024 and demonstrate that AWaRe can be used to estimate gravitational wave reconstruction uncertainties. We further show that the uncertainties capture waveform systematics the model has not been trained on, including intermediate mass black holes and eccentricity.
Navigating Unknowns: Deep Learning Robustness for Gravitational Wave Signal Reconstruction