Mixed warm dark matter constraints using Milky Way satellite galaxy counts

Warm dark matter has been strongly constrained in recent years as the sole component of dark matter. However, a less-explored alternative is that dark matter consists of a mixture of warm and cold dark matter (MWDM). In this work, we use observations of Milky Way satellite galaxies to constrain MWDM scenarios where the formation of small-scale structure is suppressed either by generic thermal relic warm dark matter or a sterile neutrino produced through the Shi-Fuller mechanism. To achieve this, we model satellite galaxies by combining numerical simulations with semianalytical models for the subhalo population, and use a galaxy-halo connection model to match galaxies onto dark matter subhalos. By comparing the number of satellites predicted by MWDM models to the observed satellite population from the Dark Energy Survey and Pan-STARRS1, we constrain the fraction of warm dark matter, ${f}_{\mathrm{WDM}}$, as a function of its mass, ${m}_{\mathrm{WDM}}$. We exclude dark matter being composed entirely of thermal relic warm dark matter with ${m}_{\mathrm{WDM}}\ensuremath{\le}6.6\text{ }\text{ }\mathrm{keV}$ at a posterior ratio of $10\ensuremath{\mathbin:}1$, consistent with previous works. However, we find that warm dark matter with smaller mass is allowed when mixed with cold dark matter, and that the ${f}_{\mathrm{WDM}}$ constraints strengthen with decreasing ${m}_{\mathrm{WDM}}$ until they plateau at ${f}_{\mathrm{WDM}}\ensuremath{\lesssim}0.45$ for ${m}_{\mathrm{WDM}}\ensuremath{\lesssim}1.5\text{ }\text{ }\mathrm{keV}$. Likewise, in the case of a sterile neutrino with mass of 7 keV produced through the Shi-Fuller mechanism, we exclude a fraction of ${f}_{{\ensuremath{\nu}}_{s}}\ensuremath{\lesssim}0.45$, independent of mixing angle. Our results extend constraints on MWDM to a region of parameter space that has been relatively unconstrained with previous analysis.

Authors

Institutions

Publication Details

Journal
Physical review. D/Physical review. D.
Published
2025-03-31
DOI
https://doi.org/10.1103/physrevd.111.063079
Citations
8
Primary Topic
Dark Matter and Cosmic Phenomena
Type
article
Field-Weighted Citation Impact
14.96

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mixed warm dark matter constraints using Milky Way satellite galaxy counts

Ariane Dekker, Chin Yi Tan, A. Drlica-Wagner
8 citations
Physical review. D/Physical review. D.
Dark Matter and Cosmic Phenomena
14.96
article

Mixed warm dark matter constraints using Milky Way satellite galaxy counts

Ariane Dekker, Chin Yi Tan, A. Drlica-Wagner
article en
8 citations

Abstract

Warm dark matter has been strongly constrained in recent years as the sole component of dark matter. However, a less-explored alternative is that dark matter consists of a mixture of warm and cold dark matter (MWDM). In this work, we use observations of Milky Way satellite galaxies to constrain MWDM scenarios where the formation of small-scale structure is suppressed either by generic thermal relic warm dark matter or a sterile neutrino produced through the Shi-Fuller mechanism. To achieve this, we model satellite galaxies by combining numerical simulations with semianalytical models for the subhalo population, and use a galaxy-halo connection model to match galaxies onto dark matter subhalos. By comparing the number of satellites predicted by MWDM models to the observed satellite population from the Dark Energy Survey and Pan-STARRS1, we constrain the fraction of warm dark matter, ${f}_{\mathrm{WDM}}$, as a function of its mass, ${m}_{\mathrm{WDM}}$. We exclude dark matter being composed entirely of thermal relic warm dark matter with ${m}_{\mathrm{WDM}}\ensuremath{\le}6.6\text{ }\text{ }\mathrm{keV}$ at a posterior ratio of $10\ensuremath{\mathbin:}1$, consistent with previous works. However, we find that warm dark matter with smaller mass is allowed when mixed with cold dark matter, and that the ${f}_{\mathrm{WDM}}$ constraints strengthen with decreasing ${m}_{\mathrm{WDM}}$ until they plateau at ${f}_{\mathrm{WDM}}\ensuremath{\lesssim}0.45$ for ${m}_{\mathrm{WDM}}\ensuremath{\lesssim}1.5\text{ }\text{ }\mathrm{keV}$. Likewise, in the case of a sterile neutrino with mass of 7 keV produced through the Shi-Fuller mechanism, we exclude a fraction of ${f}_{{\ensuremath{\nu}}_{s}}\ensuremath{\lesssim}0.45$, independent of mixing angle. Our results extend constraints on MWDM to a region of parameter space that has been relatively unconstrained with previous analysis.

Physical review. D/Physical review. D.Vol. 111(6)
Fermi National Accelerator Laboratory (US), University of Chicago (US)
National Science Foundation, U.S. Department of Energy, Kavli Foundation, University of Chicago, Office of Science, Kavli Institute for Cosmological Physics, University of Chicago, High Energy Physics
Climate action
Openalex Percentile: Top 1%
Dark Matter and Cosmic Phenomena
14.96
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.