Search Results for author: Mohammadtaher Safarzadeh

Found 2 papers, 0 papers with code

Interpreting a Machine Learning Model for Detecting Gravitational Waves

no code implementations15 Feb 2022 Mohammadtaher Safarzadeh, Asad Khan, E. A. Huerta, Martin Wattenberg

We describe a case study of translational research, applying interpretability techniques developed for computer vision to machine learning models used to search for and find gravitational waves.

BIG-bench Machine Learning Interpretable Machine Learning

How can LISA probe a population of GW190425-like binary neutron stars in the Milky Way?

no code implementations5 Dec 2020 Valeriya Korol, Mohammadtaher Safarzadeh

We assume that the Milky Way's BNS population consists of two distinct sub-populations: a fraction $w_1$ that follows the observed Galactic BNS chirp mass distribution and $w_2$ that resembles chirp mass of GW190425.

High Energy Astrophysical Phenomena

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