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Abstract
We present an analysis of the quenching of star formation in massive galaxies (M∗>109.5M⊙)
within the first 0.5 - 3 Gyr of the Universe's history utilizing
JWST-CEERS data. We utilize a combination of advanced statistical
methods to accurately constrain the intrinsic dependence of quenching in
a multi-dimensional and inter-correlated parameter space. Specifically,
we apply Random Forest (RF) classification, area statistics, and a
partial correlation analysis to the JWST-CEERS data. First, we identify
the key testable predictions from two state-of-the-art cosmological
simulations (IllustrisTNG & EAGLE). Both simulations predict that
quenching should be regulated by supermassive black hole mass in the
early Universe. Furthermore, both simulations identify the stellar
potential (ϕ∗)
as the optimal proxy for black hole mass in photometric data. In
photometric observations, where we have no direct constraints on black
hole masses, we find that the stellar potential is the most predictive
parameter of massive galaxy quenching at all epochs from z=0−8,
exactly as predicted by simulations for this sample. The stellar
potential outperforms stellar mass, galaxy size, galaxy density, and
Sérsic index as a predictor of quiescence at all epochs probed in
JWST-CEERS. Collectively, these results strongly imply a stable
quenching mechanism operating throughout cosmic history, which is
closely connected to the central gravitational potential in galaxies.
This connection is explained in cosmological models via massive black
holes forming and growing in deep potential wells, and subsequently
quenching galaxies through a mix of ejective and preventative active
galactic nucleus (AGN) feedback.
Original language | English |
---|---|
Article number | 163 |
Pages (from-to) | 1-23 |
Number of pages | 23 |
Journal | Astrophysical Journal |
Volume | 961 |
Issue number | 2 |
DOIs | |
Publication status | Published - 23 Jan 2024 |
Keywords / Materials (for Non-textual outputs)
- astro-ph.GA
- astro-ph.CO
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- 1 Active
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Revealing the hidden early lives of super-massive black holes
Duncan, K. (Principal Investigator)
1/09/22 → 31/08/27
Project: Research