17 pages, 5 figures; submitted to ApJ
We present ${\rm H{\scriptsize ALO}F{\scriptsize LOW}}$, a new machine learning approach for inferring the mass of host dark matter halos, $M_h$, from the photometry and morphology of galaxies. ${\rm H{\scriptsize ALO}F{\scriptsize LOW}}$ uses simulation-based inference with normalizing flows to conduct rigorous Bayesian inference. It is trained on state-of-the-art synthetic galaxy images from Bottrell et al. (2023; arXiv:2308.14793) that are constructed from the IllustrisTNG hydrodynamic simulation and include realistic effects of the Hyper Suprime-Cam Subaru Strategy Program (HSC-SSP) observations. We design ${\rm H{\scriptsize ALO}F{\scriptsize LOW}}$ to infer $M_h$ and stellar mass, $M_*$, using $grizy$ band magnitudes, morphological properties quantifying characteristic size, concentration, and asymmetry, total measured satellite luminosity, and number of satellites. We demonstrate that ${\rm H{\scriptsize ALO}F{\scriptsize LOW}}$ infers accurate and unbiased posteriors of $M_h$. Furthermore, we quantify the full information content in the photometric observations of galaxies in constraining $M_h$. With magnitudes alone, we infer $M_h$ with $\sigma_{\log M_h} \sim 0.115$ and 0.182 dex for field and group galaxies. Including morphological properties significantly improves the precision of $M_h$ constraints, as does total satellite luminosity: $\sigma_{\log M_h} \sim 0.095$ and 0.132 dex. Compared to the standard approach using the stellar-to-halo mass relation, we improve $M_h$ constraints by $\sim$40\%. In subsequent papers, we will validate and calibrate ${\rm H{\scriptsize ALO}F{\scriptsize LOW}}$ with galaxy-galaxy lensing measurements on real observational data.
45 pages, 30 figures. Submitted to The Open Journal of Astrophysics. Comments welcome. Part of a series with arXiv:2309.13115 . Animations of the simulations can be viewed at this http URL
In a companion paper, we reported the self-consistent formation of quasar accretion disks with inflow rates $\sim 10\,{\rm M_{\odot}\,yr^{-1}}$ down to <300 Schwarzschild radii from self-consistent cosmological radiation-magneto-thermochemical-hydrodynamical galaxy and star formation simulations. We see the formation of a well-defined, steady-state accretion disk which is stable against star formation at sub-pc scales. The disks are optically thick, with radiative cooling balancing accretion, but with properties that are distinct from those assumed in most previous accretion disk models. The pressure is strongly dominated by (primarily toroidal) magnetic fields, with a plasma $\beta \sim 10^{-4}$ even in the disk midplane. They are qualitatively distinct from magnetically elevated or arrested disks. The disks are strongly turbulent, with trans-Alfvenic and highly super-sonic turbulence, and balance this via a cooling time that is short compared to the disk dynamical time, and can sustain highly super-Eddington accretion rates. Their surface and 3D densities at $\sim 10^{3}-10^{5}$ gravitational radii are much lower than in a Shakura-Sunyaev disk, with important implications for their thermo-chemistry and stability. We show how the magnetic field strengths and geometries arise from rapid advection of flux with the inflow from much weaker galaxy-scale fields in these 'flux-frozen' disks, and how this stabilizes the disk and gives rise to efficient torques. Re-simulating without magnetic fields produces catastrophic fragmentation with a vastly smaller, lower-$\dot{M}$ Shakura-Sunyaev-like disk.
11 pages, 1 figure. Submitted to The Open Journal of Astrophysics. Companion paper to 'FORGE'D IN FIRE II' (part of a series with arXiv:2309.13115 -- animations of the simulations referred to here can be viewed at this http URL ). Comments welcome
Recent numerical cosmological radiation-magnetohydrodynamic-thermochemical-star formation simulations have resolved the formation of quasar accretion disks with Eddington or super-Eddington accretion rates onto supermassive black holes (SMBHs) down to a few hundred gravitational radii. These 'flux-frozen' and hyper-magnetized disks appear to be qualitatively distinct from classical $\alpha$ disks and magnetically-arrested disks: the midplane pressure is dominated by toroidal magnetic fields with plasma $\beta \ll 1$ powered by advection of magnetic flux from the interstellar medium (ISM), and they are super-sonically and trans-Alfvenically turbulent with cooling times short compared to dynamical times yet remain gravitationally stable owing to magnetic support. In this paper, we present a simple analytic similarity model for such disks. For reasonable assumptions, the model is entirely specified by the boundary conditions (inflow rate at the BH radius of influence [BHROI]). We show that the scalings from this model are robust to various detailed assumptions, agree remarkably well with the simulations (given their simplicity), and demonstrate the self-consistency and gravitational stability of such disks even in the outer accretion disk (approaching the BHROI) at hyper-Eddington accretion rates.
27 pages, 8 figures. Accepted by ApJ
The dwarf galaxy Triangulum (M33) presents an interesting testbed for studying stellar halo formation: it is sufficiently massive so as to have likely accreted smaller satellites, but also lies within the regime where feedback and other "in-situ" formation mechanisms are expected to play a role. In this work, we analyse the line-of-sight kinematics of stars across M33 from the TREX survey with a view to understanding the origin of its halo. We split our sample into two broad populations of varying age, comprising 2032 "old" red giant branch (RGB) stars, and 671 "intermediate-age" asymptotic giant branch (AGB) and carbon stars. We find decisive evidence for two distinct kinematic components in both old and intermediate-age populations: a low-dispersion (~22 km/s) disk-like component co-rotating with M33's HI gas, and a significantly higher-dispersion component (~50-60 km/s) which does not rotate in the same plane as the gas and is thus interpreted as M33's stellar halo. While kinematically similar, the fraction of stars associated with the halo component differs significantly between the two populations: this is consistently ~10% for the intermediate age population, but decreases from ~34% to ~10% as a function of radius for the old population. We additionally find evidence that the intermediate-age halo population is systematically offset from the systemic velocity of M33 by ~25 km/s, with a preferred central LOS velocity of ~-155 km/s. This is the first detection and characterisation of an intermediate-age halo in M33, and suggests in-situ formation mechanisms, as well as potentially tidal interactions, have helped shaped it.
10 pages, 7 figures. Comments welcome
The origins of quasi-periodic eruptions (QPEs) are poorly understood, although most theoretical explanations invoke an accretion disk around a supermassive black hole. The gas and stellar environments in the galactic nuclei of these sources are also poorly constrained. In this paper, we present an analysis of archival Hubble Space Telescope (HST) images to study the narrow-line [O III] emission in the QPE source GSN 069. We find strong evidence for a compact nuclear [O III] emission region of size $\lesssim 35$ pc, overlaid on top of extended [O III] emission up to 2 kpc away from the nucleus. The age of the accretion system is estimated to be between 10 and 100 yr. The [O III] luminosity of the compact region was measured to be $(2.1 \pm 0.3) \times 10^{40}\,\rm erg\,s^{-1}$. Based on CLOUDY simulations, we constrain that the [O III] emitting gas has a hydrogen number density in the range $5 \times 10^{3} < n_{\rm H} \lesssim 10^{8}\,\rm cm^{-3}$ and volume filling factor $f_{\rm V} < 2 \times 10^{-3}$. We suggest that the dense gas in the nuclear region of GSN 069 originates from molecular clouds (with total mass $\gtrsim 3 \times 10^{3}\,M_{\odot}$), which are freshly ionised by the soft X-ray photons from the accretion disk. We predict possible evolution of the compact narrow-line region on emission-line diagnostic diagrams, and hence future HST or integral-field unit observations can be used to further pin down the age of this puzzling system.
6 pages, 6 figures
Diamond operated as a cryogenic calorimeter is an excellent target for direct detection of low-mass dark matter candidates. Following the realization of the first low-threshold cryogenic detector that uses diamond as absorber for astroparticle physics applications, we now present the resulting exclusion limits on the elastic spin-independent interaction cross-section of dark matter with diamond. We measured two 0.175 g CVD (Chemical Vapor Deposition) diamond samples, each instrumented with a W-TES. Thanks to the energy threshold of just 16.8 eV of one of the two detectors, we set exclusion limits on the elastic spin-independent interaction of dark matter particles with carbon nuclei down to dark matter masses as low as 0.122 GeV/c2. This work shows the scientific potential of cryogenic detectors made from diamond and lays the foundation for the use of this material as target for direct detection dark matter experiments.
Accepted for publication in Solar Physics, part of the topical collection titled "The Polarimeter to Unify the Corona and Heliosphere (PUNCH) Mission: An Overview." 30 pages, 8 figures
The solar wind is the extension of the Sun's hot and ionized corona, and it exists in a state of continuous expansion into interplanetary space. The radial distance at which the wind's outflow speed exceeds the phase speed of Alfvenic and fast-mode magnetohydrodynamic (MHD) waves is called the Alfven radius. In one-dimensional models, this is a singular point beyond which most fluctuations in the plasma and magnetic field cannot propagate back down to the Sun. In the multi-dimensional solar wind, this point can occur at different distances along an irregularly shaped "Alfven surface." In this article, we review the properties of this surface and discuss its importance in models of solar-wind acceleration, angular-momentum transport, MHD waves and turbulence, and the geometry of magnetically closed coronal loops. We also review the results of simulations and data analysis techniques that aim to determine the location of the Alfven surface. Combined with recent perihelia of Parker Solar Probe, these studies seem to indicate that the Alfven surface spends most of its time at heliocentric distances between about 10 and 20 solar radii. It is becoming apparent that this region of the heliosphere is sufficiently turbulent that there often exist multiple (stochastic and time-dependent) crossings of the Alfven surface along any radial ray. Thus, in many contexts, it is more useful to make use of the concept of a topologically complex "Alfven zone" rather than one closed surface. This article also reviews how the Polarimeter to Unify the Corona and Heliosphere (PUNCH) mission will measure the properties of the Alfven surface and provide key constraints on theories of solar-wind acceleration.
7 pages, accepted for publication in MNRAS
20 pages, 16 figures, 5 tables. Accepted for publication in MNRAS
5 pages, 3 figures, letter
Accepted for publication in A&A, 10 pages, 12 figures, 2 tables, additional material will be made available at CDS/Vizier
16 pages, 9 figures. Accepted for publication in MNRAS
19 pages. White paper for a mission concept to be submitted for the 2023 NASA Astrophysics Probes opportunity
18 pages, 16 figures, submitted to MNRAS, comments welcome
11 pages, 8 figures, accepted for publication in MNRAS
accepted for publication in A&A
10 pages, 8 figures, Submitted to A&A
to appear in Proc. of the mm Universe 2023 conference, Grenoble (France), June 2023, published by F. Mayet et al. (Eds), EPJ Web of conferences, EDP Sciences
4 pages, 1 figure. Accepted for publication in Research Notes of the AAS. Dataset is available at this https URL
Submitted to ApJ
Astrophys. J. Suppl. Ser., accepted
13 pages, 7 figures, accepted for publication in ApJ
7 pages, 3 figures, MNRAS accepted
19 pages, 13 figures, ApJ accepted. Comments welcome
Accepted for publication on SCIENCE CHINA
Accepted for publication in RAA
The paper contains 17 pages and 14 figures
20 figures, 10 figures
26 Pages, 23 Figures The Astrophysical Jornal, accepted
11 pages, 8 figures, accepted for publication in MNRAS
34 pages, 10 figures, Accepted for publication in ApJS
10 pages, 7 figures, 1 table, under revision in the Astronomy and Astrophysics journal
10 pages, 7 figures, 2 tables, under revision in the Astronomy & Astrophysics journal
9 pages, 10 figures, 4 tables, 4 appendix, Astronomy & Astrophysics journal (in press)
11 pages, 5 figures
25 pages, 16 figures. Accepted for publication in MNRAS
18 pages, 8 figures, 2 tables
12 pages, 7 figures; Comments welcome
12 pages, 6 figures; submitted to A&A
24 pages, 12 figures, 11 tables
22 pages (including references), 4 figures, 1 table
12 pages, 4 figures, 3 tables. Accepted for publication (Sept 4, 2023) for the Planetary, Solar, and Heliospheric Radio Emissions IX Proceedings. Refereed by 2 referees
Accepted for publication in ApJ, 17 pages, 13 figures
11 pages, 9 figures, 1 supplementary doc. Published in Scientific reports online on 5 Oct. 2023
8 pages, 6 figures, 4 tables. Accepted for publication in MNRAS
accepted for publication in MNRAS
19 pages and 13 figures
A&A in press
13 pages, 12 figures, under review
Presented at COSPAR, Athens Greece, 2022, Published in Advances in Space Research
9 Page, 7 figures, accepted in A&A
11 pages, 4 figures
17 pages, 14 figures
Accepted for publication in the Astronomical Journal. Any comments are welcome
Accepted for publication in A&A
23 pages, 20 figures, to be published in ApJ
Accepted in MNRAS
24 pages, 17 figures, Comments are welcome
24 pages, accepted in A&A
5 pages, 2 figures
16 pages, 10 figures, 1 table
13 pages, 5 figures, accepted for publication in ApJ
20 pages, 8 figures, 2 tables, accepted for publication in The Astrophysical Journal
Accepted for publication in MNRAS (October 9, 2023)
14 pages, 9 figures, Accepted for publication in MNRAS. This is a pre-copyedited, author-produced PDF of an article accepted for publication in MNRAS following peer review
50 pages, 5 figures
18 pages, 6 figures, comments are welcome
37 pages, 22 figures, 2 tables. Interactive plots and code usage examples available at this https URL
21 pages, 12 figures
arXiv admin note: text overlap with arXiv:2308.16526
12 pages, 13 figures
7 pages, 4 figures
version submitted to Bulletin of Volcanology, Dec 14, 2022
15 pages, 2 figures, and 1 table
19 pages, 5 figures, 6 tables