21 citations · 24 across the 3 of their papers we have counts for
4 papers
Inference with finite time series II: the window strikes back
Colm Talbot, Sylvia Biscoveanu, Aaron Zimmerman +9
Smooth window functions are often applied to strain data when inferring the parameters describing the astrophysical sources of gravitational-wave transients. Within the LIGO-Virgo-…
Overlapping signals in next-generation gravitational wave observatories: A recipe for selecting the best parameter estimation technique
Tomasz Baka, Harsh Narola, Justin Janquart +3
Third-generation gravitational wave detectors such as Einstein Telescope and Cosmic Explorer will have significantly better sensitivities than current detectors, as well as a wider…
Tuning neural posterior estimation for gravitational wave inference
Alex Kolmus, Justin Janquart, Tomasz Baka +3
Modern simulation-based inference techniques use neural networks to solve inverse problems efficiently. One notable strategy is neural posterior estimation (NPE), wherein a neural…
Parameter estimation methods for analyzing overlapping gravitational wave signals in the third-generation detector era
Justin Janquart, Tomasz Baka, Anuradha Samajdar +2
In the coming years, third-generation detectors such as Einstein Telescope and Cosmic Explorer will enter the network of ground-based gravitational-wave detectors. Their current de…