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Hydrodynamical simulations of the galaxy population: enduring successes and outstanding challenges
RA Crain, F van de Voort - Annual Review of Astronomy and …, 2023 - annualreviews.org
We review the progress in modeling the galaxy population in hydrodynamical simulations of
the ΛCDM cosmogony. State-of-the-art simulations now broadly reproduce the observed …
the ΛCDM cosmogony. State-of-the-art simulations now broadly reproduce the observed …
Probing the Circumgalactic Medium with Fast Radio Bursts: Insights from CAMELS
Most diffuse baryons, including the circumgalactic medium (CGM) surrounding galaxies and
the intergalactic medium (IGM) in the cosmic web, remain unmeasured and unconstrained …
the intergalactic medium (IGM) in the cosmic web, remain unmeasured and unconstrained …
Cosmological baryon spread and impact on matter clustering in CAMELS
We quantify the cosmological spread of baryons relative to their initial neighbouring dark
matter distribution using thousands of state-of-the-art simulations from the Cosmology and …
matter distribution using thousands of state-of-the-art simulations from the Cosmology and …
Predicting the impact of feedback on matter clustering with machine learning in CAMELS
Extracting information from the total matter power spectrum with the precision needed for
upcoming cosmological surveys requires unraveling the complex effects of galaxy formation …
upcoming cosmological surveys requires unraveling the complex effects of galaxy formation …
An Exploration of AGN and Stellar Feedback Effects in the Intergalactic Medium via the Low-redshift Lyα Forest
We explore the role of galactic feedback on the low-redshift Lyα (Lyα) forest (z≲ 2) statistics
and its potential to alter the thermal state of the intergalactic medium. Using the Cosmology …
and its potential to alter the thermal state of the intergalactic medium. Using the Cosmology …
Interpreting Sunyaev–Zel'dovich observations with MillenniumTNG: mass and environment scaling relations
ABSTRACT Sunyaev–Zel'dovich (SZ) measurements can dramatically improve our
understanding of the intergalactic medium and the role of feedback processes in galaxy …
understanding of the intergalactic medium and the role of feedback processes in galaxy …
Cosmology with One Galaxy? The ASTRID Model and Robustness
N Echeverri-Rojas, F Villaescusa-Navarro… - The Astrophysical …, 2023 - iopscience.iop.org
Recent work has pointed out the potential existence of a tight relation between the
cosmological parameter Ω m, at fixed Ω b, and the properties of individual galaxies in state …
cosmological parameter Ω m, at fixed Ω b, and the properties of individual galaxies in state …
Painting baryons on to N-body simulations of galaxy clusters with image-to-image deep learning
Galaxy cluster mass functions are a function of cosmology, but mass is not a direct
observable, and systematic errors abound in all its observable proxies. Mass-free inference …
observable, and systematic errors abound in all its observable proxies. Mass-free inference …
Inferring warm dark matter masses with deep learning
JC Rose, P Torrey… - Monthly Notices of …, 2024 - academic.oup.com
We present a new suite of over 1500 cosmological N-body simulations with varied warm
dark matter (WDM) models ranging from 2.5 to 30 keV. We use these simulations to train …
dark matter (WDM) models ranging from 2.5 to 30 keV. We use these simulations to train …
A Universal Equation to Predict Ωm from Halo and Galaxy Catalogs
H Shao, NSM de Santi… - The Astrophysical …, 2023 - iopscience.iop.org
We discover analytic equations that can infer the value of Ω m from the positions and velocity
moduli of halo and galaxy catalogs. The equations are derived by combining a tailored …
moduli of halo and galaxy catalogs. The equations are derived by combining a tailored …