79 citations · 525 across the 24 of their papers we have counts for
41 papers
Interpreting a Machine Learning Model for Detecting Gravitational Waves
Mohammadtaher Safarzadeh, Asad Khan, E. A. Huerta +1
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 gravit…
Modeling Photoionized Turbulent Material in the Circumgalactic Medium III: Effects of Co-rotation and Magnetic Fields
Edward Buie, Evan Scannapieco, G. Mark Voit
Absorption-line measurements of the circumgalactic medium (CGM) display a highly non-uniform distribution of lower ionization state species accompanied by more widespread higher io…
A New Challenge for Dark Matter Models
Mohammadtaher Safarzadeh, Abraham Loeb
Cold dark matter (CDM) has faced a number of challenges mainly at small scales, such as the too-big-to-fail problem, and core-cusp density profile of dwarf galaxies. Such problems…
Explaining the LIGO black hole mass function with field binaries: Revisiting Stellar Evolution at low Metallicity or Invoking Growth via gas accretion?
Mohammadtaher Safarzadeh, Enrico Ramirez-Ruiz
Our understanding of the formation and evolution of binary black holes (BBHs) is significantly impacted by the recent discoveries made by the LIGO/Virgo collaboration. Of utmost im…
The Challenge to MOND from ultra faint dwarf galaxies
Mohammadtaher Safarzadeh, Abraham Loeb
Modified Newtonian Dynamics (MOND) at low acceleration has been astonishingly powerful at explaining the flat rotation curve of galaxies and the relation between the baryonic conte…
How can LISA probe a population of GW190425-like binary neutron stars in the Milky Way?
Valeriya Korol, Mohammadtaher Safarzadeh
The nature of GW190425, a presumed binary neutron star (BNS) merger detected by the LIGO/Virgo Scientific Collaboration (LVC) with a total mass of M,…