output
20212026
most citedExpanding Explainability: Towards Social Transparency in AI systems

497 citations

Showing astro-ph.GAShow all

20 papers · 1 filter

astro-ph.GA2026

CASCO: Cosmological and AStrophysical parameters from Cosmological simulations and Observations IV. Testing warm dark matter cosmologies with galaxy scaling relations: A joint simulation-observation study using DREAMS simulations

M. Silvestrini, C. Tortora, V. Busillo +9

Small-scale discrepancies in the standard Lambda cold dark matter paradigm have motivated the exploration of alternative dark matter (DM) models, such as warm dark matter (WDM). We…

astro-ph.GA2025

How to Build an Empirical Speed Distribution for Dark Matter in the Solar Neighborhood

Tal Shpigel, Dylan Folsom, Mariangela Lisanti +3

The dark matter flux in a direct detection experiment depends on its local speed distribution. This distribution has been inferred from simulations of Milky Way-like galaxies, but…

astro-ph.GA2025★ 3 cited

High-redshift AGN population in radiation-hydrodynamics simulations

Teodora-Elena Bulichi, Oliver Zier, Aaron Smith +7

High-redshift active galactic nuclei (AGN) have long been recognized as key probes of early black hole growth and galaxy evolution. However, modeling this population remains diffic…

astro-ph.GA2025

Parameter Inference of Black Hole Images using Deep Learning in Visibility Space

Franc O, Pavlos Protopapas, Dominic W. Pesce +5

Using very long baseline interferometry, the Event Horizon Telescope (EHT) collaboration has resolved the shadows of two supermassive black holes. Model comparison is traditionally…

astro-ph.GA2025★ 6 cited

Trial by FIRE: Probing the dark matter density profile of dwarf galaxies with GraphNPE

Tri Nguyen, Justin Read, Lina Necib +4

The Dark Matter (DM) distribution in dwarf galaxies provides crucial insights into both structure formation and the particle nature of DM. GraphNPE (Graph Neural Posterior Estimato…

astro-ph.GA2024★ 6 cited

Cosmological Simulations of Stellar Halos with Gaia Sausage-Enceladus Analogues: Two Sausages, One Bun?

Dylan Folsom, Mariangela Lisanti, Lina Necib +3

Observations of the Milky Way's stellar halo find that it is predominantly comprised of a radially biased population of stars, dubbed the Gaia Sausage--Enceladus, or GSE. These sta…