Machine Learning and Cosmological Simulations II: Hydrodynamical Simulations [PDF]
We extend a machine learning (ML) framework presented previously to model galaxy formation and evolution in a hierarchical universe using N-body + hydrodynamical simulations.
Brunner, Robert J. +2 more
core +2 more sources
Hydrodynamical simulations of Pinwheel nebula WR 104 [PDF]
AbstractPinwheel Nebulae are colliding wind binaries (CWB) composed of a Wolf-Rayet star and an early-type star. We first compare our simulations to analytic solutions for CWB. Then we perform large scale 2D simulations of the particular system WR 104.
A. Lamberts, S. Fromang, G. Dubus
openalex +2 more sources
Gravitational lenses in hydrodynamical simulations [PDF]
AbstractThe gravitational lensing signal produced by a galaxy or a galaxy cluster is determined by its total matter distribution, providing us with a way to directly constrain their dark matter content. State-of-the-art numerical simulations successfully reproduce many observed properties of galaxies and can be used as a source of mock observations and
Despali, Giulia +2 more
openaire +3 more sources
Hydrodynamic Drag in Cosmological Simulations [PDF]
35 pages including 3 tables and 9 figures. Submitted to MNRAS.
Eric Tittley +2 more
openalex +3 more sources
Hydrodynamical Simulations of Black Hole Binary Formation in AGN Disks [PDF]
We study close encounters between two single black holes (BHs) embedded in an AGN disk using a series of global 2D hydrodynamics simulations. We find that when the disk density is sufficiently high, bound BH binaries can be formed by the collision of ...
Jiaru Li +4 more
doaj +2 more sources
Inhomogeneous Reionization Models in Cosmological Hydrodynamical Simulations [PDF]
In this work we present a new hybrid method to simulate the thermal effects of the reionization in cosmological hydrodynamical simulations. The method improves upon the standard approach used in simulations of the intergalactic medium (IGM) and galaxy ...
Davies, F. B. +4 more
core +4 more sources
FLAMINGO: calibrating large cosmological hydrodynamical simulations with machine learning. [PDF]
To fully take advantage of the data provided by large-scale structure surveys, we need to quantify the potential impact of baryonic effects, such as feedback from active galactic nuclei (AGN) and star formation, on cosmological observables.
Kugel R +19 more
europepmc +3 more sources
Ring galaxies in the EAGLE hydrodynamical simulations [PDF]
We study the formation and evolution of ring galaxies in the Evolution and Assembly of GaLaxies and their Environments (EAGLE) simulations. We use the largest reference model Ref-L100N1504, a cubic cosmological volume of 100 cMpc on a side, to identify and characterize these systems through cosmic time.
Ahmed Elagali +7 more
openaire +8 more sources
Implications of hydrodynamical simulations for the interpretation of direct dark matter searches [PDF]
In recent years, realistic hydrodynamical simulations of galaxies like the Milky Way have become available, enabling a reliable estimate of the dark matter density and velocity distribution in the Solar neighborhood.
Bertone, Gianfranco, Bozorgnia, Nassim
core +2 more sources
Self-Consistent Modeling of Reionization in Cosmological Hydrodynamical Simulations [PDF]
The ultraviolet background (UVB) emitted by quasars and galaxies governs the ionization and thermal state of the intergalactic medium (IGM), regulates the formation of high-redshift galaxies, and is thus a key quantity for modeling cosmic reionization ...
Hennawi, Joseph F +2 more
core +2 more sources

