Search for dark matter subhalos among unassociated Fermi-LAT sources in presence of dataset shift

arXiv:2503.14584 · astro-ph.HE · Submitted 2025-03-18 · Read on arXiv

astro-ph.HE

Submitted: 2025-03-18

Updated: 2026-08-31

Code: https://github.com/fermi-lat/Fermitools-conda

Terminology

• Covariate Shift — 19× in this paper · explained in 2 episodes
• AGN — 7× in this paper · explained in 1 episode
• Fermi Large Area Telescope — 6× in this paper
• N-body simulations — 3× in this paper · explained in 2 episodes
• Generative Model — 2× in this paper · explained in 2 episodes
• Generative Models — 2× in this paper · explained in 2 episodes
• Abundance — 1× in this paper · explained in 1 episode
• Calibration — 1× in this paper · explained in 7 episodes
• Degeneracy — 1× in this paper · explained in 3 episodes
• Distribution Shift — 1× in this paper · explained in 5 episodes
• Expectation Maximization — 1× in this paper
• Standard Model — 1× in this paper
• Weakly Interacting Massive Particle — 1× in this paper

Sources

• Clumps and streams in the local dark matter distribution
• Exploring Dark Matter with Milky Way substructure
• Dark matter and cosmic structure
• Dark matter haloes and subhaloes
• Cosmological Simulations of Galaxy Formation
• Sensitivity Projections for Dark Matter Searches with the Fermi Large Area Telescope
• Indirect dark matter searches in Gamma- and Cosmic Rays
• Evolution of Dark Matter Halos and their Radio Emissions
• Bounds on Dark Matter Properties from Radio Observations of Ursa Major II using the Green Bank Telescope
• Local Group dSph radio survey with ATCA (III): Constraints on Particle Dark Matter
• Dark Matter Subhalos In the Fermi First Source Catalog
• Dark matter subhaloes as gamma-ray sources and candidates in the first Fermi-LAT catalogue
• Search for Dark Matter Satellites using the FERMI-LAT
• Unidentified sources in the Fermi-LAT second source catalog: the case for DM subhalos
• Searching For Dark Matter Subhalos In the Fermi-LAT Second Source Catalog
• Gamma-ray evidences of the dark matter clumps
• Stringent Constraints On The Dark Matter Annihilation Cross Section From Subhalo Searches With The Fermi Gamma-Ray Space Telescope
• Examining The Fermi-LAT Third Source Catalog In Search Of Dark Matter Subhalos
• Dark matter subhalos and unidentified sources in the Fermi 3FGL source catalog
• 3FGL Demographics Outside the Galactic Plane using Supervised Machine Learning: Pulsar and Dark Matter Subhalo Interpretations

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