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Found 5 papers, 1 papers with code
Uncovering dark matter density profiles in dwarf galaxies with graph neural networks
Dwarf galaxies are small, dark matter-dominated galaxies, some of which are embedded within the Milky Way.
Cataloging Accreted Stars within Gaia DR2 using Deep Learning
The goal of this study is to present the development of a machine learning based approach that utilizes phase space alone to separate the Gaia DR2 stars into two categories: those accreted onto the Milky Way from those that are in situ.
Under the Firelight: Stellar Tracers of the Local Dark Matter Velocity Distribution in the Milky Way
Based on results from Gaia, we estimate that $42 ^{+26}_{-22}\%$ of the local dark matter that is accreted from luminous mergers is in debris flow.
Astrophysics of Galaxies Cosmology and Nongalactic Astrophysics High Energy Physics - Phenomenology
Dark Matter in Disequilibrium: The Local Velocity Distribution from SDSS-Gaia
If so, our results indicate that the majority of the local dark matter that is sourced by luminous satellites is in kinematic substructure referred to as debris flow.
Astrophysics of Galaxies Cosmology and Nongalactic Astrophysics High Energy Physics - Phenomenology
The Metal-Poor Stellar Halo in RAVE-TGAS and its Implications for the Velocity Distribution of Dark Matter
The local velocity distribution of dark matter plays an integral role in interpreting the results from direct detection experiments.
Astrophysics of Galaxies Cosmology and Nongalactic Astrophysics High Energy Physics - Phenomenology
