Intra-Cluster Light as a Dynamical Clock for Galaxy Clusters: Insights from the MAGNETICUM, IllustrisTNG, Hydrangea and Horizon-AGN Simulations

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Main Authors: Kimmig, Lucas C., Brough, Sarah, Dolag, Klaus, Remus, Rhea-Silvia, Bahé, Yannick M., Martin, Garreth, Pillepich, Annalisa, Hatch, Nina, Montes, Mireia, Ahad, Syeda Lammim, Bellhouse, Callum, Brown, Harley J., Ellien, Amaël, Golden-Marx, Jesse B., Gonzalez, Anthony H., Iodice, Enrica, Jiménez-Teja, Yolanda, Kluge, Matthias, Knapen, Johan H., Mihos, J. Christopher, Ragusa, Rossella, Spavone, Marilena
Format: Preprint
Published: 2025
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author Kimmig, Lucas C.
Brough, Sarah
Dolag, Klaus
Remus, Rhea-Silvia
Bahé, Yannick M.
Martin, Garreth
Pillepich, Annalisa
Hatch, Nina
Montes, Mireia
Ahad, Syeda Lammim
Bellhouse, Callum
Brown, Harley J.
Ellien, Amaël
Golden-Marx, Jesse B.
Gonzalez, Anthony H.
Iodice, Enrica
Jiménez-Teja, Yolanda
Kluge, Matthias
Knapen, Johan H.
Mihos, J. Christopher
Ragusa, Rossella
Spavone, Marilena
author_facet Kimmig, Lucas C.
Brough, Sarah
Dolag, Klaus
Remus, Rhea-Silvia
Bahé, Yannick M.
Martin, Garreth
Pillepich, Annalisa
Hatch, Nina
Montes, Mireia
Ahad, Syeda Lammim
Bellhouse, Callum
Brown, Harley J.
Ellien, Amaël
Golden-Marx, Jesse B.
Gonzalez, Anthony H.
Iodice, Enrica
Jiménez-Teja, Yolanda
Kluge, Matthias
Knapen, Johan H.
Mihos, J. Christopher
Ragusa, Rossella
Spavone, Marilena
contents As the most massive nodes of the cosmic web, galaxy clusters represent the best probes of structure formation. Over time, they grow by accreting and disrupting satellite galaxies, adding those stars to the brightest cluster galaxy (BCG) and the intra-cluster light (ICL). However, the formation pathways of different galaxy clusters can vary significantly. To inform upcoming large surveys, we aim to identify observables that can distinguish galaxy cluster formation pathways. Using four different hydrodynamical simulations, Magneticum, TNG100 of IllustrisTNG, Horizon-AGN, and Hydrangea, we study how the fraction of stellar mass in the BCG and ICL ($f_{ICL+BCG}$) relates to the galaxy cluster mass assembly history. For all simulations, $f_{ICL+BCG}$ is the best tracer for the time at which the cluster has accumulated 50% of its mass ($z_{f}$), performing better than other typical dynamical tracers, such as the subhalo mass fraction, the halo mass, and the center shift. More relaxed clusters have higher $f_{ICL+BCG}$, in rare cases up to 90%, while dynamically active clusters have lower fractions, down to 20%, which we find to be independent of the exact implemented baryonic physics. We determine the average increase in $f_{ICL+BCG}$ from stripping and mergers to be between 3-4% per Gyr. $f_{ICL+BCG}$ is tightly traced by the stellar mass ratio between the BCG and both the second (M12) and fourth (M14) most massive cluster galaxy. The average galaxy cluster has assembled half of its halo mass by $z_{f}=0.67$ (about 6 Gyr ago), though individual histories vary significantly from $z_{f}=0.06$ to $z_{f}=1.77$ (0.8 to 10 Gyr ago). As all four cosmological simulations consistently find that $f_{ICL+BCG}$ is an excellent tracer of the cluster dynamical state, upcoming surveys can leverage measurements of $f_{ICL+BCG}$ to statistically quantify the assembly of the most massive structures.
format Preprint
id arxiv_https___arxiv_org_abs_2503_20857
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Intra-Cluster Light as a Dynamical Clock for Galaxy Clusters: Insights from the MAGNETICUM, IllustrisTNG, Hydrangea and Horizon-AGN Simulations
Kimmig, Lucas C.
Brough, Sarah
Dolag, Klaus
Remus, Rhea-Silvia
Bahé, Yannick M.
Martin, Garreth
Pillepich, Annalisa
Hatch, Nina
Montes, Mireia
Ahad, Syeda Lammim
Bellhouse, Callum
Brown, Harley J.
Ellien, Amaël
Golden-Marx, Jesse B.
Gonzalez, Anthony H.
Iodice, Enrica
Jiménez-Teja, Yolanda
Kluge, Matthias
Knapen, Johan H.
Mihos, J. Christopher
Ragusa, Rossella
Spavone, Marilena
Astrophysics of Galaxies
Cosmology and Nongalactic Astrophysics
As the most massive nodes of the cosmic web, galaxy clusters represent the best probes of structure formation. Over time, they grow by accreting and disrupting satellite galaxies, adding those stars to the brightest cluster galaxy (BCG) and the intra-cluster light (ICL). However, the formation pathways of different galaxy clusters can vary significantly. To inform upcoming large surveys, we aim to identify observables that can distinguish galaxy cluster formation pathways. Using four different hydrodynamical simulations, Magneticum, TNG100 of IllustrisTNG, Horizon-AGN, and Hydrangea, we study how the fraction of stellar mass in the BCG and ICL ($f_{ICL+BCG}$) relates to the galaxy cluster mass assembly history. For all simulations, $f_{ICL+BCG}$ is the best tracer for the time at which the cluster has accumulated 50% of its mass ($z_{f}$), performing better than other typical dynamical tracers, such as the subhalo mass fraction, the halo mass, and the center shift. More relaxed clusters have higher $f_{ICL+BCG}$, in rare cases up to 90%, while dynamically active clusters have lower fractions, down to 20%, which we find to be independent of the exact implemented baryonic physics. We determine the average increase in $f_{ICL+BCG}$ from stripping and mergers to be between 3-4% per Gyr. $f_{ICL+BCG}$ is tightly traced by the stellar mass ratio between the BCG and both the second (M12) and fourth (M14) most massive cluster galaxy. The average galaxy cluster has assembled half of its halo mass by $z_{f}=0.67$ (about 6 Gyr ago), though individual histories vary significantly from $z_{f}=0.06$ to $z_{f}=1.77$ (0.8 to 10 Gyr ago). As all four cosmological simulations consistently find that $f_{ICL+BCG}$ is an excellent tracer of the cluster dynamical state, upcoming surveys can leverage measurements of $f_{ICL+BCG}$ to statistically quantify the assembly of the most massive structures.
title Intra-Cluster Light as a Dynamical Clock for Galaxy Clusters: Insights from the MAGNETICUM, IllustrisTNG, Hydrangea and Horizon-AGN Simulations
topic Astrophysics of Galaxies
Cosmology and Nongalactic Astrophysics
url https://arxiv.org/abs/2503.20857